.. _l-methods:

Methods
=======

.. contents::
    :local:
    :depth: 1


Summary
+++++++

+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| method                                                                                                                                                   | class parent                             | truncated documentation                                                                                                                                                                                                      |
+==========================================================================================================================================================+==========================================+==============================================================================================================================================================================================================================+
| :meth:`GetSchema <mlprodict.onnx_tools._onnx_check_model.CheckerContextDefaultRegistry.GetSchema>`                                                       | CheckerContextDefaultRegistry            | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`SerializeToString <mlprodict.npy.xop._CustomSchema.SerializeToString>`                                                                            | _CustomSchema                            | Serializes this class into json.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__abs__ <mlprodict.npy.xop.OnnxExisting.__abs__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxAbs` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__abs__ <mlprodict.npy.xop.OnnxOperator.__abs__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxAbs` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__abs__ <mlprodict.npy.xop.OnnxOperatorFunction.__abs__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxAbs` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__add__ <mlprodict.npy.onnx_variable.OnnxVar.__add__>`                                                                                         | OnnxVar                                  | Addition.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__add__ <mlprodict.npy.xop.OnnxExisting.__add__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxAdd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__add__ <mlprodict.npy.xop.OnnxOperator.__add__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxAdd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__add__ <mlprodict.npy.xop.OnnxOperatorFunction.__add__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxAdd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__and__ <mlprodict.npy.onnx_variable.OnnxVar.__and__>`                                                                                         | OnnxVar                                  | And.                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.__call__>`                                                                       | OnnxNumpyCompiler                        | Executes the function and returns the results.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionInferenceSession.__call__>`                                                       | OnnxNumpyFunctionInferenceSession        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionOnnxInference.__call__>`                                                          | OnnxNumpyFunctionOnnxInference           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy.__call__>`                                                                        | wrapper_onnxnumpy                        | Calls the compiled function with arguments `args`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.__call__>`                                                                     | wrapper_onnxnumpy_np                     | Calls the compiled function assuming the type of the first tensor in *args* defines the templated version of the ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.xop.OnnxExisting.__call__>`                                                                                            | OnnxExisting                             | Creates an instance of class :class:`OnnxOperatorFunction`. Equivalent to `OnnxOperatorFunction(proto, *args, **kwargs)`. ...                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.xop.OnnxOperator.__call__>`                                                                                            | OnnxOperator                             | Creates an instance of class :class:`OnnxOperatorFunction`. Equivalent to `OnnxOperatorFunction(proto, *args, **kwargs)`. ...                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.npy.xop.OnnxOperatorFunction.__call__>`                                                                                    | OnnxOperatorFunction                     | Creates an instance of class :class:`OnnxOperatorFunction`. Equivalent to `OnnxOperatorFunction(proto, *args, **kwargs)`. ...                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.onnx_tools.exports.tf2onnx_helper.tf_op.__call__>`                                                                         | tf_op                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__call__ <mlprodict.testing.einsum.einsum_fct.CachedEinsum.__call__>`                                                                          | CachedEinsum                             | Calls the runtime `self.runtime_`.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__contains__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__contains__>`                                                               | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__contains__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__contains__>`                                                         | ShapeContainer                           | Operator in.                                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__contains__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.__contains__>`                                                       | ShapeConstraintList                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.onnx_variable.OnnxVar.__eq__>`                                                                                           | OnnxVar                                  | Equality.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.xop.OnnxExisting.__eq__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxEqual` to the graph.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.xop.OnnxOperator.__eq__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxEqual` to the graph.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.xop.OnnxOperatorFunction.__eq__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxEqual` to the graph.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.xop._CustomSchema.__eq__>`                                                                                               | _CustomSchema                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.npy.xop_variable.Variable.__eq__>`                                                                                           | Variable                                 | Compares every attributes.                                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraint.__eq__>`                                                                       | ShapeConstraint                          | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__eq__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.__eq__>`                                                                           | ShapeResult                              | Tells if two shapes are identical.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__floordiv__ <mlprodict.npy.onnx_variable.OnnxVar.__floordiv__>`                                                                               | OnnxVar                                  | Division, no difference between `/` and `//`.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ge__ <mlprodict.npy.onnx_variable.OnnxVar.__ge__>`                                                                                           | OnnxVar                                  | Greater or Equal.                                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ge__ <mlprodict.npy.xop.OnnxExisting.__ge__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxGreaterOrEqual` to the graph.                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ge__ <mlprodict.npy.xop.OnnxOperator.__ge__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxGreaterOrEqual` to the graph.                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ge__ <mlprodict.npy.xop.OnnxOperatorFunction.__ge__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxGreaterOrEqual` to the graph.                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getattr__ <mlprodict.npy.xop.OnnxLoadFactory.__getattr__>`                                                                                   | OnnxLoadFactory                          | Enables expressions such as:                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getattr__ <mlprodict.onnx_tools._onnx_check_model.Schema.__getattr__>`                                                                       | Schema                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.__getitem__>`                                                               | wrapper_onnxnumpy_np                     | Returns the instance of :class:`wrapper_onnxnumpy` mapped to *dtype*.                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.onnx_variable.MultiOnnxVar.__getitem__>`                                                                            | MultiOnnxVar                             | Returns the ith elements.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.onnx_variable.OnnxVar.__getitem__>`                                                                                 | OnnxVar                                  | Deals with multiple scenarios.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.xop.OnnxExisting.__getitem__>`                                                                                      | OnnxExisting                             | Returns an accessor to one of the output of this node.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.xop.OnnxOperator.__getitem__>`                                                                                      | OnnxOperator                             | Returns an accessor to one of the output of this node.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.xop.OnnxOperatorFunction.__getitem__>`                                                                              | OnnxOperatorFunction                     | Returns an accessor to one of the output of this node.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.npy.xop.OnnxOperatorTuple.__getitem__>`                                                                                 | OnnxOperatorTuple                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__getitem__>`                                                                       | OnnxInference                            | Returns the ONNX verions of a node.                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__getitem__>`                                                            | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__getitem__>`                                                                 | ZipMapDictionary                         | Returns the item mapped to keys.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__getitem__>`                                                           | ShapeContainer                           | Retrieves one shape from its name.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getitem__ <mlprodict.tools.graphs.BiGraph.__getitem__>`                                                                                      | BiGraph                                  | Returns a vertex is key is a string or an edge if it is a tuple.                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.__getstate__>`                                                               | OnnxNumpyCompiler                        | Serializes everything but function `fct_`. Function `fct_` is used to build the onnx graph and is not needed ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy.__getstate__>`                                                                | wrapper_onnxnumpy                        | Serializes everything but the function which generates the ONNX graph, not needed anymore.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.__getstate__>`                                                             | wrapper_onnxnumpy_np                     | Serializes everything but the function which generates the ONNX graph, not needed anymore.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__getstate__>`                                                                     | OnnxInference                            | To pickle the object.                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__getstate__>`                                                               | ZipMapDictionary                         | For pickle.                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.__getstate__>`                                                              | OnnxSpeedupClassifier                    | :epkg:`pickle` does not support functions. This method removes any link to function when the runtime is ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.__getstate__>`                                                                 | OnnxSpeedupCluster                       | :epkg:`pickle` does not support functions. This method removes any link to function when the runtime is ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.__getstate__>`                                                               | OnnxSpeedupRegressor                     | :epkg:`pickle` does not support functions. This method removes any link to function when the runtime is ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.__getstate__>`                                                             | OnnxSpeedupTransformer                   | :epkg:`pickle` does not support functions. This method removes any link to function when the runtime is ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.__getstate__>`                                                           | _OnnxPipelineStepSpeedup                 | :epkg:`pickle` does not support functions. This method removes any link to function when the runtime is ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_tokenizer.GPT2TokenizerTransformer.__getstate__>`                                                          | GPT2TokenizerTransformer                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_tokenizer.SentencePieceTokenizerTransformer.__getstate__>`                                                 | SentencePieceTokenizerTransformer        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__getstate__ <mlprodict.sklapi.onnx_tokenizer.TokenizerTransformerBase.__getstate__>`                                                          | TokenizerTransformerBase                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__gt__ <mlprodict.npy.onnx_variable.OnnxVar.__gt__>`                                                                                           | OnnxVar                                  | Greater.                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__gt__ <mlprodict.npy.xop.OnnxExisting.__gt__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxGreater` to the graph.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__gt__ <mlprodict.npy.xop.OnnxOperator.__gt__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxGreater` to the graph.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__gt__ <mlprodict.npy.xop.OnnxOperatorFunction.__gt__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxGreater` to the graph.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLAction.__init__>`                                                               | MLAction                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionBinary.__init__>`                                                         | MLActionBinary                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCast.__init__>`                                                           | MLActionCast                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionConcat.__init__>`                                                         | MLActionConcat                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCst.__init__>`                                                            | MLActionCst                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunction.__init__>`                                                       | MLActionFunction                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunctionCall.__init__>`                                                   | MLActionFunctionCall                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionIfElse.__init__>`                                                         | MLActionIfElse                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionReturn.__init__>`                                                         | MLActionReturn                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionUnary.__init__>`                                                          | MLActionUnary                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionVar.__init__>`                                                            | MLActionVar                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionAdd.__init__>`                                                        | MLActionAdd                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionSign.__init__>`                                                       | MLActionSign                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionTestEqual.__init__>`                                                  | MLActionTestEqual                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionTestInf.__init__>`                                                    | MLActionTestInf                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorAdd.__init__>`                                               | MLActionTensorAdd                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDiv.__init__>`                                               | MLActionTensorDiv                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDot.__init__>`                                               | MLActionTensorDot                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorMul.__init__>`                                               | MLActionTensorMul                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorSub.__init__>`                                               | MLActionTensorSub                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorTake.__init__>`                                              | MLActionTensorTake                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorVector.__init__>`                                            | MLActionTensorVector                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gmlactions.MLModel.__init__>`                                                              | MLModel                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool.__init__>`                                                            | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32.__init__>`                                                         | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64.__init__>`                                                         | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32.__init__>`                                                           | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64.__init__>`                                                           | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle.__init__>`                                                          | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor.__init__>`                                                                 | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.numpy_onnx_impl_body.AttributeGraph.__init__>`                                                                         | AttributeGraph                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.numpy_onnx_impl_body.OnnxVarGraph.__init__>`                                                                           | OnnxVarGraph                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.numpy_onnx_impl_body.if_then_else.__init__>`                                                                           | if_then_else                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_annotation.NDArraySameType.__init__>`                                                                       | NDArraySameType                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_annotation.NDArraySameTypeSameShape.__init__>`                                                              | NDArraySameTypeSameShape                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_annotation.NDArrayType.__init__>`                                                                           | NDArrayType                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_annotation.NDArrayTypeSameShape.__init__>`                                                                  | NDArrayTypeSameShape                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_annotation._NDArrayAlias.__init__>`                                                                         | _NDArrayAlias                            | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.__init__>`                                                                       | OnnxNumpyCompiler                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunction.__init__>`                                                                       | OnnxNumpyFunction                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionInferenceSession.__init__>`                                                       | OnnxNumpyFunctionInferenceSession        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionOnnxInference.__init__>`                                                          | OnnxNumpyFunctionOnnxInference           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_wrapper._created_classes.__init__>`                                                                         | _created_classes                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy.__init__>`                                                                        | wrapper_onnxnumpy                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.__init__>`                                                                     | wrapper_onnxnumpy_np                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_variable.MultiOnnxVar.__init__>`                                                                                  | MultiOnnxVar                             | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.onnx_variable.OnnxVar.__init__>`                                                                                       | OnnxVar                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxExisting.__init__>`                                                                                            | OnnxExisting                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxLoadFactory.__init__>`                                                                                         | OnnxLoadFactory                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxOperator.__init__>`                                                                                            | OnnxOperator                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxOperatorBase.__init__>`                                                                                        | OnnxOperatorBase                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxOperatorFunction.__init__>`                                                                                    | OnnxOperatorFunction                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxOperatorItem.__init__>`                                                                                        | OnnxOperatorItem                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop.OnnxOperatorTuple.__init__>`                                                                                       | OnnxOperatorTuple                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop._CustomSchema.__init__>`                                                                                           | _CustomSchema                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop._GraphBuilder.__init__>`                                                                                           | _GraphBuilder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop._StaticVariables.__init__>`                                                                                        | _StaticVariables                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop._WrapperLogger.__init__>`                                                                                          | _WrapperLogger                           | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop._WrapperPrint.__init__>`                                                                                           | _WrapperPrint                            | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_convert.OnnxSubEstimator.__init__>`                                                                                | OnnxSubEstimator                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_convert.OnnxSubOnnx.__init__>`                                                                                     | OnnxSubOnnx                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.DetectedVariable.__init__>`                                                                               | DetectedVariable                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.ExistingVariable.__init__>`                                                                               | ExistingVariable                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.InputDetectedVariable.__init__>`                                                                          | InputDetectedVariable                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.NodeResultName.__init__>`                                                                                 | NodeResultName                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.OutputDetectedVariable.__init__>`                                                                         | OutputDetectedVariable                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.npy.xop_variable.Variable.__init__>`                                                                                       | Variable                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_complex.OnnxComplexAbs_1.__init__>`                                                                | OnnxComplexAbs_1                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_complex.OnnxComplexAbs_1.__init__>`                                                                | OnnxComplexAbs_1                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxFFT2D_1.__init__>`                                                                         | OnnxFFT2D_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxFFT2D_1.__init__>`                                                                         | OnnxFFT2D_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxFFT_1.__init__>`                                                                           | OnnxFFT_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxFFT_1.__init__>`                                                                           | OnnxFFT_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxRFFT_1.__init__>`                                                                          | OnnxRFFT_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_fft.OnnxRFFT_1.__init__>`                                                                          | OnnxRFFT_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxBroadcastGradientArgs_1.__init__>`                                                 | OnnxBroadcastGradientArgs_1              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxBroadcastGradientArgs_1.__init__>`                                                 | OnnxBroadcastGradientArgs_1              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxFusedMatMul_1.__init__>`                                                           | OnnxFusedMatMul_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxFusedMatMul_1.__init__>`                                                           | OnnxFusedMatMul_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxSoftmaxGrad_13.__init__>`                                                          | OnnxSoftmaxGrad_13                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxSoftmaxGrad_13.__init__>`                                                          | OnnxSoftmaxGrad_13                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxYieldOp_1.__init__>`                                                               | OnnxYieldOp_1                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_gradient_op.OnnxYieldOp_1.__init__>`                                                               | OnnxYieldOp_1                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_tokenizer.OnnxTokenizer_1.__init__>`                                                               | OnnxTokenizer_1                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.onnx_ops.onnx_tokenizer.OnnxTokenizer_1.__init__>`                                                               | OnnxTokenizer_1                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.operator_converters.parse_lightgbm.MockWrappedLightGbmBoosterClassifier.__init__>`                               | MockWrappedLightGbmBoosterClassifier     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.operator_converters.parse_lightgbm.WrappedLightGbmBooster.__init__>`                                             | WrappedLightGbmBooster                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.operator_converters.parse_lightgbm.WrappedLightGbmBoosterClassifier.__init__>`                                   | WrappedLightGbmBoosterClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_conv.scorers.register.CustomScorerTransform.__init__>`                                                                | CustomScorerTransform                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools._onnx_check_model.CheckerContext.__init__>`                                                                     | CheckerContext                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools._onnx_check_model.LexicalScopeContext.__init__>`                                                                | LexicalScopeContext                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools._onnx_check_model.OnnxCheckError.__init__>`                                                                     | OnnxCheckError                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools._onnx_check_model.Schema.__init__>`                                                                             | Schema                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools._onnx_check_model.UndefinedSchema.__init__>`                                                                    | UndefinedSchema                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode.__init__>`                                                                       | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder.__init__>`                                                                  | GraphBuilder                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.__init__>`                                                                | Tf2OnnxConvert                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.exports.tf2onnx_helper.tf_op.__init__>`                                                                         | tf_op                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.__init__>`                                                 | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.onnx_grammar.onnx_translator.CodeTranslator.__init__>`                                                          | CodeTranslator                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator.__init__>`                                                          | OnnxTranslator                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnx_tools.onnx_manipulations._inline_mapping.__init__>`                                                                   | _inline_mapping                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.backend.OnnxInferenceBackendRep.__init__>`                                                                          | OnnxInferenceBackendRep                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.backend._CombineModels.__init__>`                                                                                   | _CombineModels                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.doc.doc_helper.NewOperatorSchema.__init__>`                                                                         | NewOperatorSchema                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__init__>`                                                                             | OnnxInference                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.__init__>`                                                               | OnnxInferenceExport                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.__init__>`                                                                    | OnnxInferenceNode                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime.__init__>`                                                                      | OnnxMicroRuntime                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.onnx_shape_inference.OnnxShapeInference.__init__>`                                                                  | OnnxShapeInference                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._new_ops.OperatorSchema.__init__>`                                                                          | OperatorSchema                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpFunction.__init__>`                                                                                   | OpFunction                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRun.__init__>`                                                                                        | OpRun                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunArg.__init__>`                                                                                     | OpRunArg                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.__init__>`                                                                                  | OpRunBinary                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.__init__>`                                                                        | OpRunBinaryComparison                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.__init__>`                                                                               | OpRunBinaryNum                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.__init__>`                                                                             | OpRunBinaryNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.__init__>`                                                                          | OpRunClassifierProb                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.__init__>`                                                                                  | OpRunCustom                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.__init__>`                                                                             | OpRunReduceNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.__init__>`                                                                                   | OpRunUnary                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.__init__>`                                                                                | OpRunUnaryNum                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu._op.RefAttrName.__init__>`                                                                                  | RefAttrName                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_abs.Abs.__init__>`                                                                                       | Abs                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_acos.Acos.__init__>`                                                                                     | Acos                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_acosh.Acosh.__init__>`                                                                                   | Acosh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.__init__>`                                                                               | Adagrad                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_adam.Adam.__init__>`                                                                                     | Adam                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_add.Add.__init__>`                                                                                       | Add                                      | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_and.And.__init__>`                                                                                       | And                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_11.__init__>`                                                                              | ArgMax_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12.__init__>`                                                                              | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12.__init__>`                                                                              | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmax._ArgMax.__init__>`                                                                                | _ArgMax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_11.__init__>`                                                                              | ArgMin_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12.__init__>`                                                                              | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12.__init__>`                                                                              | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_argmin._ArgMin.__init__>`                                                                                | _ArgMin                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_array_feature_extractor.ArrayFeatureExtractor.__init__>`                                                 | ArrayFeatureExtractor                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_asin.Asin.__init__>`                                                                                     | Asin                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_asinh.Asinh.__init__>`                                                                                   | Asinh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_atan.Atan.__init__>`                                                                                     | Atan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_atanh.Atanh.__init__>`                                                                                   | Atanh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_average_pool.AveragePool.__init__>`                                                                      | AveragePool                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_14.__init__>`                                                     | BatchNormalization_14                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_14.__init__>`                                                     | BatchNormalization_14                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_9.__init__>`                                                      | BatchNormalization_9                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_binarizer.Binarizer.__init__>`                                                                           | Binarizer                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_bitshift.BitShift.__init__>`                                                                             | BitShift                                 | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_broadcast_gradient_args.BroadcastGradientArgs.__init__>`                                                 | BroadcastGradientArgs                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_broadcast_gradient_args.BroadcastGradientArgsSchema.__init__>`                                           | BroadcastGradientArgsSchema              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cast.Cast.__init__>`                                                                                     | Cast                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cast.CastLike.__init__>`                                                                                 | CastLike                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_category_mapper.CategoryMapper.__init__>`                                                                | CategoryMapper                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cdist.CDist.__init__>`                                                                                   | CDist                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cdist.CDistSchema.__init__>`                                                                             | CDistSchema                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_ceil.Ceil.__init__>`                                                                                     | Ceil                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_celu.Celu.__init__>`                                                                                     | Celu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.__init__>`                                                                                  | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.__init__>`                                                                                  | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_clip.Clip_6.__init__>`                                                                                   | Clip_6                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_complex_abs.ComplexAbs.__init__>`                                                                        | ComplexAbs                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_complex_abs.ComplexAbsSchema.__init__>`                                                                  | ComplexAbsSchema                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_compress.Compress.__init__>`                                                                             | Compress                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_concat.Concat.__init__>`                                                                                 | Concat                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_concat_from_sequence.ConcatFromSequence.__init__>`                                                       | ConcatFromSequence                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_constant.Constant_11.__init__>`                                                                          | Constant_11                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_constant.Constant_12.__init__>`                                                                          | Constant_12                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_constant.Constant_12.__init__>`                                                                          | Constant_12                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_constant.Constant_9.__init__>`                                                                           | Constant_9                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_constant_of_shape.ConstantOfShape.__init__>`                                                             | ConstantOfShape                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_conv.Conv.__init__>`                                                                                     | Conv                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_conv_transpose.ConvTranspose.__init__>`                                                                  | ConvTranspose                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cos.Cos.__init__>`                                                                                       | Cos                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cosh.Cosh.__init__>`                                                                                     | Cosh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_cum_sum.CumSum.__init__>`                                                                                | CumSum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_debug.DEBUG.__init__>`                                                                                   | DEBUG                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_debug.DEBUGSchema.__init__>`                                                                             | DEBUGSchema                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_depth_to_space.DepthToSpace.__init__>`                                                                   | DepthToSpace                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_depth_to_space.SpaceToDepth.__init__>`                                                                   | SpaceToDepth                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dequantize_linear.DequantizeLinear.__init__>`                                                            | DequantizeLinear                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_det.Det.__init__>`                                                                                       | Det                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dft.DFT.__init__>`                                                                                       | DFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dict_vectorizer.DictVectorizer.__init__>`                                                                | DictVectorizer                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_div.Div.__init__>`                                                                                       | Div                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dropout.DropoutBase.__init__>`                                                                           | DropoutBase                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12.__init__>`                                                                            | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12.__init__>`                                                                            | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_7.__init__>`                                                                             | Dropout_7                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_einsum.Einsum.__init__>`                                                                                 | Einsum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_elu.Elu.__init__>`                                                                                       | Elu                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_equal.Equal.__init__>`                                                                                   | Equal                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_erf.Erf.__init__>`                                                                                       | Erf                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_exp.Exp.__init__>`                                                                                       | Exp                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_expand.CommonExpand.__init__>`                                                                           | CommonExpand                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_expand.Expand_13.__init__>`                                                                              | Expand_13                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_expand.Expand_13.__init__>`                                                                              | Expand_13                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_expression.Expression.__init__>`                                                                         | Expression                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_expression.ExpressionSchema.__init__>`                                                                   | ExpressionSchema                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_eyelike.EyeLike.__init__>`                                                                               | EyeLike                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_feature_vectorizer.FeatureVectorizer.__init__>`                                                          | FeatureVectorizer                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fft.FFT.__init__>`                                                                                       | FFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fft.FFTSchema.__init__>`                                                                                 | FFTSchema                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fft2d.FFT2D.__init__>`                                                                                   | FFT2D                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fft2d.FFT2DSchema.__init__>`                                                                             | FFT2DSchema                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_flatten.Flatten.__init__>`                                                                               | Flatten                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_floor.Floor.__init__>`                                                                                   | Floor                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fused_matmul.FusedMatMul.__init__>`                                                                      | FusedMatMul                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_fused_matmul.FusedMatMulSchema.__init__>`                                                                | FusedMatMulSchema                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gather.Gather.__init__>`                                                                                 | Gather                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gather_elements.GatherElements.__init__>`                                                                | GatherElements                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gathernd.GatherND.__init__>`                                                                             | GatherND                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gemm.Gemm.__init__>`                                                                                     | Gemm                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_global_average_pool.GlobalAveragePool.__init__>`                                                         | GlobalAveragePool                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_global_average_pool.GlobalMaxPool.__init__>`                                                             | GlobalMaxPool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_greater.Greater.__init__>`                                                                               | Greater                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_greater.GreaterOrEqual.__init__>`                                                                        | GreaterOrEqual                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_grid_sample.GridSample.__init__>`                                                                        | GridSample                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gru.CommonGRU.__init__>`                                                                                 | CommonGRU                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_gru.GRU.__init__>`                                                                                       | GRU                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_hard_sigmoid.HardSigmoid.__init__>`                                                                      | HardSigmoid                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_hardmax.Hardmax.__init__>`                                                                               | Hardmax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_identity.Identity.__init__>`                                                                             | Identity                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_if.If.__init__>`                                                                                         | If                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_imputer.Imputer.__init__>`                                                                               | Imputer                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_inverse.Inverse.__init__>`                                                                               | Inverse                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_inverse.InverseSchema.__init__>`                                                                         | InverseSchema                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_isinf.IsInf.__init__>`                                                                                   | IsInf                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_isnan.IsNaN.__init__>`                                                                                   | IsNaN                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_label_encoder.LabelEncoder.__init__>`                                                                    | LabelEncoder                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization.__init__>`                                                        | LayerNormalization                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_leaky_relu.LeakyRelu.__init__>`                                                                          | LeakyRelu                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_less.Less.__init__>`                                                                                     | Less                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_less.LessOrEqual.__init__>`                                                                              | LessOrEqual                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_linear_classifier.LinearClassifier.__init__>`                                                            | LinearClassifier                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.__init__>`                                                              | LinearRegressor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_log.Log.__init__>`                                                                                       | Log                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_log_softmax.LogSoftmax.__init__>`                                                                        | LogSoftmax                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_loop.Loop.__init__>`                                                                                     | Loop                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_lp_normalization.LpNormalization.__init__>`                                                              | LpNormalization                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_lrn.LRN.__init__>`                                                                                       | LRN                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM.__init__>`                                                                               | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM.__init__>`                                                                                     | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_matmul.MatMul.__init__>`                                                                                 | MatMul                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_max.Max.__init__>`                                                                                       | Max                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_max_pool.MaxPool.__init__>`                                                                              | MaxPool                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_mean.Mean.__init__>`                                                                                     | Mean                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_min.Min.__init__>`                                                                                       | Min                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_mod.Mod.__init__>`                                                                                       | Mod                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_momentum.Momentum.__init__>`                                                                             | Momentum                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_mul.Mul.__init__>`                                                                                       | Mul                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_murmurhash3.MurmurHash3.__init__>`                                                                       | MurmurHash3                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_murmurhash3.MurmurHash3Schema.__init__>`                                                                 | MurmurHash3Schema                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_neg.Neg.__init__>`                                                                                       | Neg                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_negative_log_likelihood_loss.NegativeLogLikelihoodLoss.__init__>`                                        | NegativeLogLikelihoodLoss                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_non_max_suppression.NonMaxSuppression.__init__>`                                                         | NonMaxSuppression                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_non_zero.NonZero.__init__>`                                                                              | NonZero                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer.__init__>`                                                                         | Normalizer                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_not.Not.__init__>`                                                                                       | Not                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_one_hot.OneHot.__init__>`                                                                                | OneHot                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_one_hot_encoder.OneHotEncoder.__init__>`                                                                 | OneHotEncoder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_optional.OptionalGetElement.__init__>`                                                                   | OptionalGetElement                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_optional.OptionalHasElement.__init__>`                                                                   | OptionalHasElement                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_or.Or.__init__>`                                                                                         | Or                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_pad.Pad_1.__init__>`                                                                                     | Pad_1                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_pad.Pad_18.__init__>`                                                                                    | Pad_18                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_pad.Pad_18.__init__>`                                                                                    | Pad_18                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_pow.Pow.__init__>`                                                                                       | Pow                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_prelu.PRelu.__init__>`                                                                                   | PRelu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_qlinear_conv.QLinearConv.__init__>`                                                                      | QLinearConv                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.__init__>`                                                         | DynamicQuantizeLinear                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.__init__>`                                                                | QuantizeLinear                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.__init__>`                                                         | _CommonQuantizeLinear                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random.Bernoulli.__init__>`                                                                              | Bernoulli                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random.RandomNormal.__init__>`                                                                           | RandomNormal                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random.RandomNormalLike.__init__>`                                                                       | RandomNormalLike                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random.RandomUniform.__init__>`                                                                          | RandomUniform                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random.RandomUniformLike.__init__>`                                                                      | RandomUniformLike                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_random._CommonRandom.__init__>`                                                                          | _CommonRandom                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_range.Range.__init__>`                                                                                   | Range                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reciprocal.Reciprocal.__init__>`                                                                         | Reciprocal                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_1.__init__>`                                                                          | ReduceL1_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_18.__init__>`                                                                         | ReduceL1_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_18.__init__>`                                                                         | ReduceL1_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_1.__init__>`                                                                          | ReduceL2_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_18.__init__>`                                                                         | ReduceL2_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_18.__init__>`                                                                         | ReduceL2_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_1.__init__>`                                                                 | ReduceLogSum_1                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_18.__init__>`                                                                | ReduceLogSum_18                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_18.__init__>`                                                                | ReduceLogSum_18                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_1.__init__>`                                                          | ReduceLogSumExp_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_18.__init__>`                                                         | ReduceLogSumExp_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_18.__init__>`                                                         | ReduceLogSumExp_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_1.__init__>`                                                                        | ReduceMax_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_18.__init__>`                                                                       | ReduceMax_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_18.__init__>`                                                                       | ReduceMax_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_1.__init__>`                                                                      | ReduceMean_1                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_18.__init__>`                                                                     | ReduceMean_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_18.__init__>`                                                                     | ReduceMean_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_1.__init__>`                                                                        | ReduceMin_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_18.__init__>`                                                                       | ReduceMin_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_18.__init__>`                                                                       | ReduceMin_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_1.__init__>`                                                                      | ReduceProd_1                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_18.__init__>`                                                                     | ReduceProd_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_18.__init__>`                                                                     | ReduceProd_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_1.__init__>`                                                                        | ReduceSum_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_11.__init__>`                                                                       | ReduceSum_11                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13.__init__>`                                                                       | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13.__init__>`                                                                       | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_1.__init__>`                                                           | ReduceSumSquare_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_18.__init__>`                                                          | ReduceSumSquare_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_18.__init__>`                                                          | ReduceSumSquare_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_relu.Relu.__init__>`                                                                                     | Relu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_relu.ThresholdedRelu.__init__>`                                                                          | ThresholdedRelu                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reshape.CommonReshape.__init__>`                                                                         | CommonReshape                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_13.__init__>`                                                                            | Reshape_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_14.__init__>`                                                                            | Reshape_14                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_14.__init__>`                                                                            | Reshape_14                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_5.__init__>`                                                                             | Reshape_5                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_resize.Resize.__init__>`                                                                                 | Resize                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rfft.RFFT.__init__>`                                                                                     | RFFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rfft.RFFTSchema.__init__>`                                                                               | RFFTSchema                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rnn.CommonRNN.__init__>`                                                                                 | CommonRNN                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14.__init__>`                                                                                    | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14.__init__>`                                                                                    | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_7.__init__>`                                                                                     | RNN_7                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_roi_align.RoiAlign.__init__>`                                                                            | RoiAlign                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_round.Round.__init__>`                                                                                   | Round                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_scaler.Scaler.__init__>`                                                                                 | Scaler                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_scan.Scan.__init__>`                                                                                     | Scan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_scatter_elements.ScatterElements.__init__>`                                                              | ScatterElements                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_scatternd.ScatterND.__init__>`                                                                           | ScatterND                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_selu.Selu.__init__>`                                                                                     | Selu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sequence_at.SequenceAt.__init__>`                                                                        | SequenceAt                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sequence_construct.SequenceConstruct.__init__>`                                                          | SequenceConstruct                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sequence_empty.SequenceEmpty.__init__>`                                                                  | SequenceEmpty                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sequence_insert.SequenceInsert.__init__>`                                                                | SequenceInsert                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_shape.Shape_1.__init__>`                                                                                 | Shape_1                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15.__init__>`                                                                                | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15.__init__>`                                                                                | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_shrink.Shrink.__init__>`                                                                                 | Shrink                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sigmoid.Sigmoid.__init__>`                                                                               | Sigmoid                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sign.Sign.__init__>`                                                                                     | Sign                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sin.Sin.__init__>`                                                                                       | Sin                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sinh.Sinh.__init__>`                                                                                     | Sinh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_size.Size.__init__>`                                                                                     | Size                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_slice.SliceCommon.__init__>`                                                                             | SliceCommon                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_slice.Slice_1.__init__>`                                                                                 | Slice_1                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_slice.Slice_10.__init__>`                                                                                | Slice_10                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_slice.Slice_10.__init__>`                                                                                | Slice_10                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGradSchema.__init__>`                                                                     | SoftmaxGradSchema                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13.__init__>`                                                                        | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13.__init__>`                                                                        | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_1.__init__>`                                                                             | Softmax_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13.__init__>`                                                                            | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13.__init__>`                                                                            | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax._Softmax.__init__>`                                                                              | _Softmax                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softmax_cross_entropy_loss.SoftmaxCrossEntropyLoss.__init__>`                                            | SoftmaxCrossEntropyLoss                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softplus.Softplus.__init__>`                                                                             | Softplus                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_softsign.Softsign.__init__>`                                                                             | Softsign                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_solve.Solve.__init__>`                                                                                   | Solve                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_solve.SolveSchema.__init__>`                                                                             | SolveSchema                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_split.CommonSplit.__init__>`                                                                             | CommonSplit                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_split.Split_11.__init__>`                                                                                | Split_11                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_split.Split_13.__init__>`                                                                                | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_split.Split_13.__init__>`                                                                                | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_split.Split_2.__init__>`                                                                                 | Split_2                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sqrt.Sqrt.__init__>`                                                                                     | Sqrt                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_1.__init__>`                                                                             | Squeeze_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_11.__init__>`                                                                            | Squeeze_11                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_13.__init__>`                                                                            | Squeeze_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_13.__init__>`                                                                            | Squeeze_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_stft.STFT.__init__>`                                                                                     | STFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.__init__>`                                                            | StringNormalizer                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sub.Sub.__init__>`                                                                                       | Sub                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_sum.Sum.__init__>`                                                                                       | Sum                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifier.__init__>`                                                                  | SVMClassifier                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierCommon.__init__>`                                                            | SVMClassifierCommon                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDouble.__init__>`                                                            | SVMClassifierDouble                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDoubleSchema.__init__>`                                                      | SVMClassifierDoubleSchema                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressor.__init__>`                                                                    | SVMRegressor                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorCommon.__init__>`                                                              | SVMRegressorCommon                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDouble.__init__>`                                                              | SVMRegressorDouble                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDoubleSchema.__init__>`                                                        | SVMRegressorDoubleSchema                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tan.Tan.__init__>`                                                                                       | Tan                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tanh.Tanh.__init__>`                                                                                     | Tanh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tfidfvectorizer.TfIdfVectorizer.__init__>`                                                               | TfIdfVectorizer                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer.__init__>`                                                                           | Tokenizer                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tokenizer.TokenizerSchema.__init__>`                                                                     | TokenizerSchema                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_topk.TopK_1.__init__>`                                                                                   | TopK_1                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_topk.TopK_10.__init__>`                                                                                  | TopK_10                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11.__init__>`                                                                                  | TopK_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11.__init__>`                                                                                  | TopK_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_topk._CommonTopK.__init__>`                                                                              | _CommonTopK                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_transpose.Transpose.__init__>`                                                                           | Transpose                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierCommon.__init__>`                                         | TreeEnsembleClassifierCommon             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDouble.__init__>`                                         | TreeEnsembleClassifierDouble             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDoubleSchema.__init__>`                                   | TreeEnsembleClassifierDoubleSchema       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_1.__init__>`                                             | TreeEnsembleClassifier_1                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3.__init__>`                                             | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3.__init__>`                                             | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon.__init__>`                                           | TreeEnsembleRegressorCommon              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble.__init__>`                                           | TreeEnsembleRegressorDouble              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDoubleSchema.__init__>`                                     | TreeEnsembleRegressorDoubleSchema        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1.__init__>`                                               | TreeEnsembleRegressor_1                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3.__init__>`                                               | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3.__init__>`                                               | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_trilu.Trilu.__init__>`                                                                                   | Trilu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_unique.Unique.__init__>`                                                                                 | Unique                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_1.__init__>`                                                                         | Unsqueeze_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_11.__init__>`                                                                        | Unsqueeze_11                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_13.__init__>`                                                                        | Unsqueeze_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_13.__init__>`                                                                        | Unsqueeze_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_where.Where.__init__>`                                                                                   | Where                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_window.BlackmanWindow.__init__>`                                                                         | BlackmanWindow                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_window.HammingWindow.__init__>`                                                                          | HammingWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_window.HannWindow.__init__>`                                                                             | HannWindow                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_xor.Xor.__init__>`                                                                                       | Xor                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_yield_op.YieldOp.__init__>`                                                                              | YieldOp                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_yield_op.YieldOpSchema.__init__>`                                                                        | YieldOpSchema                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__init__>`                                                                  | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMap.__init__>`                                                                                 | ZipMap                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__init__>`                                                                       | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty.__init__>`                                                                             | OpRunOnnxEmpty                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_onnx._op.OpRunExtended.__init__>`                                                                               | OpRunExtended                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime.__init__>`                                                                     | OpRunOnnxRuntime                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__init__>`                                                                 | ShapeContainer                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraint.__init__>`                                                                   | ShapeConstraint                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.__init__>`                                                               | ShapeConstraintList                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.__init__>`                                                                       | ShapeResult                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_whole.session.OnnxWholeSession.__init__>`                                                                       | OnnxWholeSession                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference.__init__>`                                               | SimplifiedOnnxInference                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.validate.validate_helper.RuntimeBadResultsError.__init__>`                                                          | RuntimeBadResultsError                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_pipeline.OnnxPipeline.__init__>`                                                                               | OnnxPipeline                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.__init__>`                                                                      | OnnxSpeedupClassifier                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.__init__>`                                                                         | OnnxSpeedupCluster                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.__init__>`                                                                       | OnnxSpeedupRegressor                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.__init__>`                                                                     | OnnxSpeedupTransformer                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.__init__>`                                                                   | _OnnxPipelineStepSpeedup                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_tokenizer.GPT2TokenizerTransformer.__init__>`                                                                  | GPT2TokenizerTransformer                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_tokenizer.SentencePieceTokenizerTransformer.__init__>`                                                         | SentencePieceTokenizerTransformer        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_tokenizer.TokenizerTransformerBase.__init__>`                                                                  | TokenizerTransformerBase                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.sklapi.onnx_transformer.OnnxTransformer.__init__>`                                                                         | OnnxTransformer                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.einsum.einsum_fct.CachedEinsum.__init__>`                                                                          | CachedEinsum                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.__init__>`                                                                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.__init__>`                                                             | GraphEinsumSubOp                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.onnx_backend.OnnxBackendTest.__init__>`                                                                            | OnnxBackendTest                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.quantized_tensor.QuantizedBiasTensor.__init__>`                                                         | QuantizedBiasTensor                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.quantized_tensor.QuantizedTensor.__init__>`                                                             | QuantizedTensor                          | constructor                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.__init__>`                                                  | InferenceSession2                        | Overwrites the constructor.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.utils_backend_python.MockVariableName.__init__>`                                                        | MockVariableName                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.utils_backend_python.MockVariableNameShape.__init__>`                                                   | MockVariableNameShape                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.utils_backend_python.MockVariableNameShapeType.__init__>`                                               | MockVariableNameShapeType                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.verify_code.CodeNodeVisitor.__init__>`                                                                             | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.tools.graphs.AdjacencyGraphDisplay.__init__>`                                                                              | AdjacencyGraphDisplay                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.tools.graphs.BiGraph.__init__>`                                                                                            | BiGraph                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__init__ <mlprodict.tools.ort_wrapper.InferenceSession.__init__>`                                                                              | InferenceSession                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__invert__ <mlprodict.npy.onnx_variable.OnnxVar.__invert__>`                                                                                   | OnnxVar                                  | not.                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.npy.xop.OnnxExisting.__iter__>`                                                                                            | OnnxExisting                             | Allows expressions such as ``a, b = OnnxTopK(...)``.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.npy.xop.OnnxOperator.__iter__>`                                                                                            | OnnxOperator                             | Allows expressions such as ``a, b = OnnxTopK(...)``.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.npy.xop.OnnxOperatorFunction.__iter__>`                                                                                    | OnnxOperatorFunction                     | Allows expressions such as ``a, b = OnnxTopK(...)``.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.npy.xop.OnnxOperatorTuple.__iter__>`                                                                                       | OnnxOperatorTuple                        | Iterates on the outputs.                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__iter__>`                                                                  | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__iter__>`                                                                       | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.__iter__>`                                                               | ShapeConstraintList                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.__iter__>`                                                             | GraphEinsumSubOp                         | Iterates on nodes.                                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.tools.graphs.AdjacencyGraphDisplay.__iter__>`                                                                              | AdjacencyGraphDisplay                    | Iterates over actions.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__iter__ <mlprodict.tools.graphs.BiGraph.__iter__>`                                                                                            | BiGraph                                  | Iterates over all vertices and edges. It produces 3-uples:                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__le__ <mlprodict.npy.onnx_variable.OnnxVar.__le__>`                                                                                           | OnnxVar                                  | Less or Equal.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__le__ <mlprodict.npy.xop.OnnxExisting.__le__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__le__ <mlprodict.npy.xop.OnnxOperator.__le__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__le__ <mlprodict.npy.xop.OnnxOperatorFunction.__le__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.npy.onnx_version.FctVersion.__len__>`                                                                                       | FctVersion                               | Returns the sum of lengths.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.npy.xop.OnnxOperatorTuple.__len__>`                                                                                         | OnnxOperatorTuple                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__len__>`                                                                    | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__len__>`                                                                         | ZipMapDictionary                         | Returns the number of items.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__len__>`                                                                   | ShapeContainer                           | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.__len__>`                                                                 | ShapeConstraintList                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__len__ <mlprodict.testing.onnx_backend.OnnxBackendTest.__len__>`                                                                              | OnnxBackendTest                          | Returns the number of tests.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__lt__ <mlprodict.npy.onnx_variable.OnnxVar.__lt__>`                                                                                           | OnnxVar                                  | Less.                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__lt__ <mlprodict.npy.xop.OnnxExisting.__lt__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__lt__ <mlprodict.npy.xop.OnnxOperator.__lt__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__lt__ <mlprodict.npy.xop.OnnxOperatorFunction.__lt__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxLess` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__matmul__ <mlprodict.npy.onnx_variable.OnnxVar.__matmul__>`                                                                                   | OnnxVar                                  | Matrix multiplication.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__matmul__ <mlprodict.npy.xop.OnnxExisting.__matmul__>`                                                                                        | OnnxExisting                             | Automatically adds operator `OnnxMatMul` to the graph.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__matmul__ <mlprodict.npy.xop.OnnxOperator.__matmul__>`                                                                                        | OnnxOperator                             | Automatically adds operator `OnnxMatMul` to the graph.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__matmul__ <mlprodict.npy.xop.OnnxOperatorFunction.__matmul__>`                                                                                | OnnxOperatorFunction                     | Automatically adds operator `OnnxMatMul` to the graph.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mod__ <mlprodict.npy.onnx_variable.OnnxVar.__mod__>`                                                                                         | OnnxVar                                  | Modulo.                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mod__ <mlprodict.npy.xop.OnnxExisting.__mod__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxMod` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mod__ <mlprodict.npy.xop.OnnxOperator.__mod__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxMod` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mod__ <mlprodict.npy.xop.OnnxOperatorFunction.__mod__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxMod` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mul__ <mlprodict.npy.onnx_variable.OnnxVar.__mul__>`                                                                                         | OnnxVar                                  | Multiplication.                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mul__ <mlprodict.npy.xop.OnnxExisting.__mul__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxMul` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mul__ <mlprodict.npy.xop.OnnxOperator.__mul__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxMul` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__mul__ <mlprodict.npy.xop.OnnxOperatorFunction.__mul__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxMul` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ne__ <mlprodict.npy.onnx_variable.OnnxVar.__ne__>`                                                                                           | OnnxVar                                  | Difference.                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ne__ <mlprodict.npy.xop.OnnxExisting.__ne__>`                                                                                                | OnnxExisting                             | Automatically adds operator `OnnxNot x OnnxEqual` to the graph.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ne__ <mlprodict.npy.xop.OnnxOperator.__ne__>`                                                                                                | OnnxOperator                             | Automatically adds operator `OnnxNot x OnnxEqual` to the graph.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__ne__ <mlprodict.npy.xop.OnnxOperatorFunction.__ne__>`                                                                                        | OnnxOperatorFunction                     | Automatically adds operator `OnnxNot x OnnxEqual` to the graph.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__neg__ <mlprodict.npy.onnx_variable.OnnxVar.__neg__>`                                                                                         | OnnxVar                                  | Neg.                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__or__ <mlprodict.npy.onnx_variable.OnnxVar.__or__>`                                                                                           | OnnxVar                                  | And.                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__pow__ <mlprodict.npy.onnx_variable.OnnxVar.__pow__>`                                                                                         | OnnxVar                                  | Power.                                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__pow__ <mlprodict.npy.xop.OnnxExisting.__pow__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxPow` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__pow__ <mlprodict.npy.xop.OnnxOperator.__pow__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxPow` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__pow__ <mlprodict.npy.xop.OnnxOperatorFunction.__pow__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxPow` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__radd__ <mlprodict.npy.onnx_variable.OnnxVar.__radd__>`                                                                                       | OnnxVar                                  | Right Addition.                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.numpy_onnx_impl_body.AttributeGraph.__repr__>`                                                                         | AttributeGraph                           | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.numpy_onnx_impl_body.if_then_else.__repr__>`                                                                           | if_then_else                             | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_annotation.NDArraySameType.__repr__>`                                                                       | NDArraySameType                          | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_annotation.NDArraySameTypeSameShape.__repr__>`                                                              | NDArraySameTypeSameShape                 | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_annotation.NDArrayType.__repr__>`                                                                           | NDArrayType                              | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_annotation.NDArrayTypeSameShape.__repr__>`                                                                  | NDArrayTypeSameShape                     | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_annotation._NDArrayAlias.__repr__>`                                                                         | _NDArrayAlias                            | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.__repr__>`                                                                       | OnnxNumpyCompiler                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_variable.OnnxVar.__repr__>`                                                                                       | OnnxVar                                  | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.onnx_version.FctVersion.__repr__>`                                                                                     | FctVersion                               | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop.OnnxExisting.__repr__>`                                                                                            | OnnxExisting                             | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop.OnnxOperator.__repr__>`                                                                                            | OnnxOperator                             | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop.OnnxOperatorFunction.__repr__>`                                                                                    | OnnxOperatorFunction                     | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop.OnnxOperatorItem.__repr__>`                                                                                        | OnnxOperatorItem                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop.OnnxOperatorTuple.__repr__>`                                                                                       | OnnxOperatorTuple                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop._CustomSchema.__repr__>`                                                                                           | _CustomSchema                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_convert.OnnxSubEstimator.__repr__>`                                                                                | OnnxSubEstimator                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_convert.OnnxSubOnnx.__repr__>`                                                                                     | OnnxSubOnnx                              | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.DetectedVariable.__repr__>`                                                                               | DetectedVariable                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.ExistingVariable.__repr__>`                                                                               | ExistingVariable                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.InputDetectedVariable.__repr__>`                                                                          | InputDetectedVariable                    | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.NodeResultName.__repr__>`                                                                                 | NodeResultName                           | Usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.OutputDetectedVariable.__repr__>`                                                                         | OutputDetectedVariable                   | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.npy.xop_variable.Variable.__repr__>`                                                                                       | Variable                                 | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnx_conv.scorers.register.CustomScorerTransform.__repr__>`                                                                | CustomScorerTransform                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__repr__>`                                                                             | OnnxInference                            | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.__repr__>`                                                                    | OnnxInferenceNode                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.onnx_shape_inference.OnnxShapeInference.__repr__>`                                                                  | OnnxShapeInference                       | Usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.ops_cpu._op.RefAttrName.__repr__>`                                                                                  | RefAttrName                              | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__repr__>`                                                                 | ShapeContainer                           | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraint.__repr__>`                                                                   | ShapeConstraint                          | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.__repr__>`                                                               | ShapeConstraintList                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.__repr__>`                                                                       | ShapeResult                              | Usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.sklapi.onnx_transformer.OnnxTransformer.__repr__>`                                                                         | OnnxTransformer                          | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.testing.einsum.einsum_fct.CachedEinsum.__repr__>`                                                                          | CachedEinsum                             | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.__repr__>`                                                                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__repr__ <mlprodict.testing.onnx_backend.OnnxBackendTest.__repr__>`                                                                            | OnnxBackendTest                          | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__rmul__ <mlprodict.npy.onnx_variable.OnnxVar.__rmul__>`                                                                                       | OnnxVar                                  | Right multiplication.                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__rsub__ <mlprodict.npy.onnx_variable.OnnxVar.__rsub__>`                                                                                       | OnnxVar                                  | Right subtraction.                                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__rtruediv__ <mlprodict.npy.onnx_variable.OnnxVar.__rtruediv__>`                                                                               | OnnxVar                                  | Division, no difference between `/` and `//`.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setitem__ <mlprodict.npy.onnx_variable.OnnxVar.__setitem__>`                                                                                 | OnnxVar                                  | Only supports vectors (1D tensor).                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setitem__ <mlprodict.onnx_tools.onnx_manipulations._inline_mapping.__setitem__>`                                                             | _inline_mapping                          | Adds a value.                                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setitem__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__setitem__>`                                                            | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setitem__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__setitem__>`                                                                 | ZipMapDictionary                         | unused but used by pickle                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.__setstate__>`                                                               | OnnxNumpyCompiler                        | Restores serialized data.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy.__setstate__>`                                                                | wrapper_onnxnumpy                        | Serializes everything but the function which generates the ONNX graph, not needed anymore.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.__setstate__>`                                                             | wrapper_onnxnumpy_np                     | Restores serialized data.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__setstate__>`                                                                     | OnnxInference                            | To unpickle the object.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__setstate__>`                                                               | ZipMapDictionary                         | For pickle.                                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.__setstate__>`                                                              | OnnxSpeedupClassifier                    | :epkg:`pickle` does not support functions. This method restores the function created when the runtime is ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.__setstate__>`                                                                 | OnnxSpeedupCluster                       | :epkg:`pickle` does not support functions. This method restores the function created when the runtime is ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.__setstate__>`                                                               | OnnxSpeedupRegressor                     | :epkg:`pickle` does not support functions. This method restores the function created when the runtime is ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.__setstate__>`                                                             | OnnxSpeedupTransformer                   | :epkg:`pickle` does not support functions. This method restores the function created when the runtime is ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.__setstate__>`                                                           | _OnnxPipelineStepSpeedup                 | :epkg:`pickle` does not support functions. This method restores the function created when the runtime is ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_tokenizer.GPT2TokenizerTransformer.__setstate__>`                                                          | GPT2TokenizerTransformer                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_tokenizer.SentencePieceTokenizerTransformer.__setstate__>`                                                 | SentencePieceTokenizerTransformer        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__setstate__ <mlprodict.sklapi.onnx_tokenizer.TokenizerTransformerBase.__setstate__>`                                                          | TokenizerTransformerBase                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.npy.xop.OnnxOperatorItem.__str__>`                                                                                          | OnnxOperatorItem                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.onnx_inference.OnnxInference.__str__>`                                                                               | OnnxInference                            | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.__str__>`                                                                      | OnnxInferenceNode                        | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpFunction.__str__>`                                                                                     | OpFunction                               | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRun.__str__>`                                                                                          | OpRun                                    | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunArg.__str__>`                                                                                       | OpRunArg                                 | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.__str__>`                                                                                    | OpRunBinary                              | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.__str__>`                                                                          | OpRunBinaryComparison                    | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.__str__>`                                                                                 | OpRunBinaryNum                           | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.__str__>`                                                                               | OpRunBinaryNumpy                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.__str__>`                                                                            | OpRunClassifierProb                      | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.__str__>`                                                                                    | OpRunCustom                              | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.__str__>`                                                                               | OpRunReduceNumpy                         | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.__str__>`                                                                                     | OpRunUnary                               | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.__str__>`                                                                                  | OpRunUnaryNum                            | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ArrayZipMapDictionary.__str__>`                                                                    | ArrayZipMapDictionary                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.__str__>`                                                                         | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.__str__>`                                                                   | ShapeContainer                           | Displays.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.tools.graphs.AdjacencyGraphDisplay.__str__>`                                                                                | AdjacencyGraphDisplay                    | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__str__ <mlprodict.tools.graphs.BiGraph.__str__>`                                                                                              | BiGraph                                  | usual                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__sub__ <mlprodict.npy.onnx_variable.OnnxVar.__sub__>`                                                                                         | OnnxVar                                  | Subtraction.                                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__sub__ <mlprodict.npy.xop.OnnxExisting.__sub__>`                                                                                              | OnnxExisting                             | Automatically adds operator `OnnxSub` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__sub__ <mlprodict.npy.xop.OnnxOperator.__sub__>`                                                                                              | OnnxOperator                             | Automatically adds operator `OnnxSub` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__sub__ <mlprodict.npy.xop.OnnxOperatorFunction.__sub__>`                                                                                      | OnnxOperatorFunction                     | Automatically adds operator `OnnxSub` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__truediv__ <mlprodict.npy.onnx_variable.OnnxVar.__truediv__>`                                                                                 | OnnxVar                                  | Division, no difference between `/` and `//`.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__truediv__ <mlprodict.npy.xop.OnnxExisting.__truediv__>`                                                                                      | OnnxExisting                             | Automatically adds operator `OnnxDiv` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__truediv__ <mlprodict.npy.xop.OnnxOperator.__truediv__>`                                                                                      | OnnxOperator                             | Automatically adds operator `OnnxDiv` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`__truediv__ <mlprodict.npy.xop.OnnxOperatorFunction.__truediv__>`                                                                              | OnnxOperatorFunction                     | Automatically adds operator `OnnxDiv` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_domain <mlprodict.npy.xop._GraphBuilder._add_domain>`                                                                                     | _GraphBuilder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_name <mlprodict.npy.xop._GraphBuilder._add_name>`                                                                                         | _GraphBuilder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_node_name <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert._add_node_name>`                                                    | Tf2OnnxConvert                           | Registers an object in in the graph by its name.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_subgraph <mlprodict.npy.xop.OnnxExisting._add_subgraph>`                                                                                  | OnnxExisting                             | Fills attribute *attribute*.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_subgraph <mlprodict.npy.xop.OnnxOperator._add_subgraph>`                                                                                  | OnnxOperator                             | Fills attribute *attribute*.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_add_subgraph <mlprodict.npy.xop.OnnxOperatorFunction._add_subgraph>`                                                                          | OnnxOperatorFunction                     | Fills attribute *attribute*.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_batch_dot <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_batch_dot>`                                                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_diagonal <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_diagonal>`                                                    | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_expand_dims <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_expand_dims>`                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_id <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_id>`                                                                | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_matmul <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_matmul>`                                                        | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_mul <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_mul>`                                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_reduce_sum <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_reduce_sum>`                                                | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_reduce_sum_mm <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_reduce_sum_mm>`                                          | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_squeeze <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_squeeze>`                                                      | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_transpose <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_transpose>`                                                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_apply_transpose_mm <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._apply_transpose_mm>`                                            | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_begin <mlprodict.onnxrt.ops_cpu.op_window.BlackmanWindow._begin>`                                                                             | BlackmanWindow                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_begin <mlprodict.onnxrt.ops_cpu.op_window.HammingWindow._begin>`                                                                              | HammingWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_begin <mlprodict.onnxrt.ops_cpu.op_window.HannWindow._begin>`                                                                                 | HannWindow                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_begin <mlprodict.onnxrt.ops_cpu.op_window._CommonWindow._begin>`                                                                              | _CommonWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_compile_run <mlprodict.onnxrt.onnx_inference.OnnxInference._build_compile_run>`                                                         | OnnxInference                            | Rewrite the run function in python, compiles it, and adds it as a method.                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_context <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode._build_context>`                                                        | OnnxInferenceNode                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier._build_onnx_runtime>`                                                | OnnxSpeedupClassifier                    | Returns an instance of :class:`OnnxTransformer` which executes the ONNX graph.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster._build_onnx_runtime>`                                                   | OnnxSpeedupCluster                       | Returns an instance of :class:`OnnxTransformer` which executes the ONNX graph.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor._build_onnx_runtime>`                                                 | OnnxSpeedupRegressor                     | Returns an instance of :class:`OnnxTransformer` which executes the ONNX graph.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer._build_onnx_runtime>`                                               | OnnxSpeedupTransformer                   | Returns an instance of :class:`OnnxTransformer` which executes the ONNX graph.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup._build_onnx_runtime>`                                             | _OnnxPipelineStepSpeedup                 | Returns an instance of :class:`OnnxTransformer` which executes the ONNX graph.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier._build_onnx_runtime_numpy>`                                    | OnnxSpeedupClassifier                    | Builds a runtime based on numpy. Exports the ONNX graph into python code based on numpy and then dynamically ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster._build_onnx_runtime_numpy>`                                       | OnnxSpeedupCluster                       | Builds a runtime based on numpy. Exports the ONNX graph into python code based on numpy and then dynamically ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor._build_onnx_runtime_numpy>`                                     | OnnxSpeedupRegressor                     | Builds a runtime based on numpy. Exports the ONNX graph into python code based on numpy and then dynamically ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer._build_onnx_runtime_numpy>`                                   | OnnxSpeedupTransformer                   | Builds a runtime based on numpy. Exports the ONNX graph into python code based on numpy and then dynamically ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup._build_onnx_runtime_numpy>`                                 | _OnnxPipelineStepSpeedup                 | Builds a runtime based on numpy. Exports the ONNX graph into python code based on numpy and then dynamically ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy_compile <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier._build_onnx_runtime_numpy_compile>`                    | OnnxSpeedupClassifier                    | Second part of :meth:`_build_onnx_runtime_numpy`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy_compile <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster._build_onnx_runtime_numpy_compile>`                       | OnnxSpeedupCluster                       | Second part of :meth:`_build_onnx_runtime_numpy`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy_compile <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor._build_onnx_runtime_numpy_compile>`                     | OnnxSpeedupRegressor                     | Second part of :meth:`_build_onnx_runtime_numpy`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy_compile <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer._build_onnx_runtime_numpy_compile>`                   | OnnxSpeedupTransformer                   | Second part of :meth:`_build_onnx_runtime_numpy`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_onnx_runtime_numpy_compile <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup._build_onnx_runtime_numpy_compile>`                 | _OnnxPipelineStepSpeedup                 | Second part of :meth:`_build_onnx_runtime_numpy`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_optimize <mlprodict.testing.einsum.einsum_fct.CachedEinsum._build_optimize>`                                                            | CachedEinsum                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_optimize_ml <mlprodict.testing.einsum.einsum_fct.CachedEinsum._build_optimize_ml>`                                                      | CachedEinsum                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_build_runtime <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler._build_runtime>`                                                           | OnnxNumpyCompiler                        | Creates the runtime for the :epkg:`ONNX` graph.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._byref_c>`                                                            | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._byref_c>`                                                         | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._byref_c>`                                                         | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._byref_c>`                                                           | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._byref_c>`                                                           | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._byref_c>`                                                          | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_byref_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._byref_c>`                                                                 | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check <mlprodict.npy.xop.OnnxExisting._check>`                                                                                                | OnnxExisting                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check <mlprodict.npy.xop.OnnxOperator._check>`                                                                                                | OnnxOperator                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check <mlprodict.npy.xop.OnnxOperatorFunction._check>`                                                                                        | OnnxOperatorFunction                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunction._check_>`                                                                         | OnnxNumpyFunction                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionInferenceSession._check_>`                                                         | OnnxNumpyFunctionInferenceSession        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_ <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyFunctionOnnxInference._check_>`                                                            | OnnxNumpyFunctionOnnxInference           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_ <mlprodict.npy.onnx_version.FctVersion._check_>`                                                                                       | FctVersion                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_>`                                                                    | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_arg_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_arg_>`                                                            | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_arrays <mlprodict.sklapi.onnx_transformer.OnnxTransformer._check_arrays>`                                                               | OnnxTransformer                          | Ensures that double floats are converted into single floats if *enforce_float32* is True or raises an exception. ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_fitted_ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier._check_fitted_>`                                                          | OnnxSpeedupClassifier                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_fitted_ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster._check_fitted_>`                                                             | OnnxSpeedupCluster                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_fitted_ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor._check_fitted_>`                                                           | OnnxSpeedupRegressor                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_fitted_ <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer._check_fitted_>`                                                         | OnnxSpeedupTransformer                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_fitted_ <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup._check_fitted_>`                                                       | _OnnxPipelineStepSpeedup                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_inputs_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_inputs_>`                                                      | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_onnx_opset_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_onnx_opset_>`                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_row_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_row_>`                                                            | EinsumSubOp                              | Checks input or output is valid.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._check_rt>`                                                           | _CommonAsvSklBenchmark                   | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._check_rt>`                                                 | _CommonAsvSklBenchmarkClassifier         | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._check_rt>`                                         | _CommonAsvSklBenchmarkClassifierRawScore | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._check_rt>`                                                 | _CommonAsvSklBenchmarkClustering         | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._check_rt>`                                            | _CommonAsvSklBenchmarkMultiClassifier    | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._check_rt>`                                                    | _CommonAsvSklBenchmarkOutlier            | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._check_rt>`                                                  | _CommonAsvSklBenchmarkRegressor          | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._check_rt>`                                         | _CommonAsvSklBenchmarkTrainableTransform | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._check_rt>`                                                  | _CommonAsvSklBenchmarkTransform          | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_rt <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._check_rt>`                                          | _CommonAsvSklBenchmarkTransformPositive  | Checks that runtime has the appropriate method.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_check_shape_ <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._check_shape_>`                                                        | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_1._common_run>`                                                                             | TopK_1                                   | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_10._common_run>`                                                                            | TopK_10                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11._common_run>`                                                                            | TopK_11                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11._common_run>`                                                                            | TopK_11                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run <mlprodict.onnxrt.ops_cpu.op_topk._CommonTopK._common_run>`                                                                        | _CommonTopK                              | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_common_run_shape <mlprodict.onnxrt.ops_cpu.op_scan.Scan._common_run_shape>`                                                                   | Scan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compare_results <mlprodict.testing.onnx_backend.OnnxBackendTest._compare_results>`                                                            | OnnxBackendTest                          | Compares the expected output and the output produced by the runtime. Raises an exception if not equal.                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_batch_dot <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_batch_dot>`                        | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_diagonal <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_diagonal>`                          | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_expand_dims <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_expand_dims>`                    | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_id <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_id>`                                      | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_matmul <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_matmul>`                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_mul <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_mul>`                                    | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_reduce_sum <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_reduce_sum>`                      | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_reduce_sum_mm <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_reduce_sum_mm>`                | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_squeeze <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_squeeze>`                            | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_transpose <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_transpose>`                        | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_compute_output_row_transpose_mm <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._compute_output_row_transpose_mm>`                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_convert_to_attribute <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder._convert_to_attribute>`                                        | GraphBuilder                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_convert_to_input <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder._convert_to_input>`                                                | GraphBuilder                             | in ONNX, input shold come from node, so it must be a string                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumType._copy_c>`                                                                  | MLNumType                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._copy_c>`                                                              | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._copy_c>`                                                           | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._copy_c>`                                                           | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._copy_c>`                                                             | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._copy_c>`                                                             | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._copy_c>`                                                            | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_copy_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._copy_c>`                                                                   | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._create_model>`                                                   | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._create_model>`                                         | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._create_model>`                                 | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._create_model>`                                         | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._create_model>`                                    | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._create_model>`                                            | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._create_model>`                                          | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._create_model>`                                 | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._create_model>`                                          | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._create_model>`                                  | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_classifier.TemplateBenchmarkClassifier._create_model>`                               | TemplateBenchmarkClassifier              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_classifier_raw_scores.TemplateBenchmarkClassifierRawScore._create_model>`            | TemplateBenchmarkClassifierRawScore      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_clustering.TemplateBenchmarkClustering._create_model>`                               | TemplateBenchmarkClustering              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_multi_classifier.TemplateBenchmarkMultiClassifier._create_model>`                    | TemplateBenchmarkMultiClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_outlier.TemplateBenchmarkOutlier._create_model>`                                     | TemplateBenchmarkOutlier                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_regressor.TemplateBenchmarkRegressor._create_model>`                                 | TemplateBenchmarkRegressor               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_trainable_transform.TemplateBenchmarkTrainableTransform._create_model>`              | TemplateBenchmarkTrainableTransform      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_transform.TemplateBenchmarkTransform._create_model>`                                 | TemplateBenchmarkTransform               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_transform_positive.TemplateBenchmarkTransformPositive._create_model>`                | TemplateBenchmarkTransformPositive       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._create_onnx_and_runtime>`                             | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._create_onnx_and_runtime>`                   | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._create_onnx_and_runtime>`           | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._create_onnx_and_runtime>`                   | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._create_onnx_and_runtime>`              | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._create_onnx_and_runtime>`                      | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._create_onnx_and_runtime>`                    | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._create_onnx_and_runtime>`           | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._create_onnx_and_runtime>`                    | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_and_runtime <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._create_onnx_and_runtime>`            | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._create_onnx_inference>`                                 | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._create_onnx_inference>`                       | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._create_onnx_inference>`               | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._create_onnx_inference>`                       | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._create_onnx_inference>`                  | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._create_onnx_inference>`                          | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._create_onnx_inference>`                        | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._create_onnx_inference>`               | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._create_onnx_inference>`                        | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_create_onnx_inference <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._create_onnx_inference>`                | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_custom_op <mlprodict.npy.onnx_variable.OnnxVar._custom_op>`                                                                                   | OnnxVar                                  | This could be handled before a call to this method but this method can change the conversion of an non-existing ...                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_custom_op_filter <mlprodict.npy.onnx_variable.OnnxVar._custom_op_filter>`                                                                     | OnnxVar                                  | This could be handled before a call to this method but this method can change the conversion of an non-existing ...                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random.Bernoulli._dtype>`                                                                                  | Bernoulli                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random.RandomNormal._dtype>`                                                                               | RandomNormal                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random.RandomNormalLike._dtype>`                                                                           | RandomNormalLike                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random.RandomUniform._dtype>`                                                                              | RandomUniform                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random.RandomUniformLike._dtype>`                                                                          | RandomUniformLike                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_dtype <mlprodict.onnxrt.ops_cpu.op_random._CommonRandom._dtype>`                                                                              | _CommonRandom                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_end <mlprodict.onnxrt.ops_cpu.op_window.BlackmanWindow._end>`                                                                                 | BlackmanWindow                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_end <mlprodict.onnxrt.ops_cpu.op_window.HammingWindow._end>`                                                                                  | HammingWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_end <mlprodict.onnxrt.ops_cpu.op_window.HannWindow._end>`                                                                                     | HannWindow                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_end <mlprodict.onnxrt.ops_cpu.op_window._CommonWindow._end>`                                                                                  | _CommonWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._export_c>`                                                          | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._export_c>`                                                       | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._export_c>`                                                       | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._export_c>`                                                         | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._export_c>`                                                         | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._export_c>`                                                        | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._export_c>`                                                               | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._export_common_c>`                                            | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._export_common_c>`                                         | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._export_common_c>`                                         | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._export_common_c>`                                           | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._export_common_c>`                                           | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_common_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._export_common_c>`                                          | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._export_json>`                                                    | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._export_json>`                                                 | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._export_json>`                                                 | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._export_json>`                                                   | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._export_json>`                                                   | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._export_json>`                                                  | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_export_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._export_json>`                                                         | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_f_tanh <mlprodict.onnxrt.ops_cpu.op_rnn.CommonRNN._f_tanh>`                                                                                   | CommonRNN                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_f_tanh <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._f_tanh>`                                                                                      | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_f_tanh <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._f_tanh>`                                                                                      | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_f_tanh <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_7._f_tanh>`                                                                                       | RNN_7                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpFunction._find_custom_operator_schema>`                                           | OpFunction                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRun._find_custom_operator_schema>`                                                | OpRun                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunArg._find_custom_operator_schema>`                                             | OpRunArg                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunBinary._find_custom_operator_schema>`                                          | OpRunBinary                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison._find_custom_operator_schema>`                                | OpRunBinaryComparison                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum._find_custom_operator_schema>`                                       | OpRunBinaryNum                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy._find_custom_operator_schema>`                                     | OpRunBinaryNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb._find_custom_operator_schema>`                                  | OpRunClassifierProb                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunCustom._find_custom_operator_schema>`                                          | OpRunCustom                              | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy._find_custom_operator_schema>`                                     | OpRunReduceNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunUnary._find_custom_operator_schema>`                                           | OpRunUnary                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum._find_custom_operator_schema>`                                        | OpRunUnaryNum                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_broadcast_gradient_args.BroadcastGradientArgs._find_custom_operator_schema>`         | BroadcastGradientArgs                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_cdist.CDist._find_custom_operator_schema>`                                           | CDist                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_complex_abs.ComplexAbs._find_custom_operator_schema>`                                | ComplexAbs                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_debug.DEBUG._find_custom_operator_schema>`                                           | DEBUG                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_expression.Expression._find_custom_operator_schema>`                                 | Expression                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_fft.FFT._find_custom_operator_schema>`                                               | FFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_fft2d.FFT2D._find_custom_operator_schema>`                                           | FFT2D                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_fused_matmul.FusedMatMul._find_custom_operator_schema>`                              | FusedMatMul                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_inverse.Inverse._find_custom_operator_schema>`                                       | Inverse                                  | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_murmurhash3.MurmurHash3._find_custom_operator_schema>`                               | MurmurHash3                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_rfft.RFFT._find_custom_operator_schema>`                                             | RFFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13._find_custom_operator_schema>`                                | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13._find_custom_operator_schema>`                                | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_solve.Solve._find_custom_operator_schema>`                                           | Solve                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifier._find_custom_operator_schema>`                          | SVMClassifier                            | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierCommon._find_custom_operator_schema>`                    | SVMClassifierCommon                      | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDouble._find_custom_operator_schema>`                    | SVMClassifierDouble                      | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressor._find_custom_operator_schema>`                            | SVMRegressor                             | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorCommon._find_custom_operator_schema>`                      | SVMRegressorCommon                       | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDouble._find_custom_operator_schema>`                      | SVMRegressorDouble                       | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._find_custom_operator_schema>`                                   | Tokenizer                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierCommon._find_custom_operator_schema>` | TreeEnsembleClassifierCommon             | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDouble._find_custom_operator_schema>` | TreeEnsembleClassifierDouble             | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_1._find_custom_operator_schema>`     | TreeEnsembleClassifier_1                 | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._find_custom_operator_schema>`     | TreeEnsembleClassifier_3                 | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._find_custom_operator_schema>`     | TreeEnsembleClassifier_3                 | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon._find_custom_operator_schema>`   | TreeEnsembleRegressorCommon              | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble._find_custom_operator_schema>`   | TreeEnsembleRegressorDouble              | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1._find_custom_operator_schema>`       | TreeEnsembleRegressor_1                  | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._find_custom_operator_schema>`       | TreeEnsembleRegressor_3                  | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._find_custom_operator_schema>`       | TreeEnsembleRegressor_3                  | Finds a custom operator defined by this runtime.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_custom_operator_schema <mlprodict.onnxrt.ops_cpu.op_yield_op.YieldOp._find_custom_operator_schema>`                                      | YieldOp                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_find_hidden_algebras <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler._find_hidden_algebras>`                                             | OnnxNumpyCompiler                        | Subgraph are using inputs not linked to the others nodes. This function retrieves them as they are stored in ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_fit <mlprodict.sklapi.onnx_pipeline.OnnxPipeline._fit>`                                                                                       | OnnxPipeline                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_fix_default_values <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator._fix_default_values>`                                    | OnnxTranslator                           | Maps default values with parameter names.                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumType._format_value_c>`                                                  | MLNumType                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._format_value_c>`                                              | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._format_value_c>`                                           | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._format_value_c>`                                           | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._format_value_c>`                                             | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._format_value_c>`                                             | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._format_value_c>`                                            | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_c <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._format_value_c>`                                                   | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumType._format_value_json>`                                            | MLNumType                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool._format_value_json>`                                        | MLNumTypeBool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32._format_value_json>`                                     | MLNumTypeFloat32                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64._format_value_json>`                                     | MLNumTypeFloat64                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32._format_value_json>`                                       | MLNumTypeInt32                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64._format_value_json>`                                       | MLNumTypeInt64                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle._format_value_json>`                                      | MLNumTypeSingle                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_format_value_json <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor._format_value_json>`                                             | MLTensor                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_data <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._get_data>`                                                                | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._get_dataset>`                                                     | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._get_dataset>`                                           | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._get_dataset>`                                   | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._get_dataset>`                                           | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._get_dataset>`                                      | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._get_dataset>`                                              | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._get_dataset>`                                            | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._get_dataset>`                                   | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._get_dataset>`                                            | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_dataset <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._get_dataset>`                                    | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_forward_nodes <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp._get_forward_nodes>`                                         | GraphEinsumSubOp                         | Returns the forward nodes.                                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_last <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator._get_last>`                                                        | OnnxTranslator                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_output_types <mlprodict.npy.onnx_numpy_annotation.NDArraySameType._get_output_types>`                                                     | NDArraySameType                          | Tries to infer output types.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_output_types <mlprodict.npy.onnx_numpy_annotation.NDArraySameTypeSameShape._get_output_types>`                                            | NDArraySameTypeSameShape                 | Tries to infer output types.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_output_types <mlprodict.npy.onnx_numpy_annotation.NDArrayType._get_output_types>`                                                         | NDArrayType                              | Tries to infer output types.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_output_types <mlprodict.npy.onnx_numpy_annotation.NDArrayTypeSameShape._get_output_types>`                                                | NDArrayTypeSameShape                     | Tries to infer output types.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_output_types <mlprodict.npy.onnx_numpy_annotation._NDArrayAlias._get_output_types>`                                                       | _NDArrayAlias                            | Tries to infer output types.                                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random.Bernoulli._get_state>`                                                                          | Bernoulli                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random.RandomNormal._get_state>`                                                                       | RandomNormal                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random.RandomNormalLike._get_state>`                                                                   | RandomNormalLike                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random.RandomUniform._get_state>`                                                                      | RandomUniform                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random.RandomUniformLike._get_state>`                                                                  | RandomUniformLike                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_state <mlprodict.onnxrt.ops_cpu.op_random._CommonRandom._get_state>`                                                                      | _CommonRandom                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifier._get_typed_attributes>`                                        | SVMClassifier                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierCommon._get_typed_attributes>`                                  | SVMClassifierCommon                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDouble._get_typed_attributes>`                                  | SVMClassifierDouble                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressor._get_typed_attributes>`                                          | SVMRegressor                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorCommon._get_typed_attributes>`                                    | SVMRegressorCommon                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDouble._get_typed_attributes>`                                    | SVMRegressorDouble                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierCommon._get_typed_attributes>`               | TreeEnsembleClassifierCommon             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDouble._get_typed_attributes>`               | TreeEnsembleClassifierDouble             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_1._get_typed_attributes>`                   | TreeEnsembleClassifier_1                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._get_typed_attributes>`                   | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._get_typed_attributes>`                   | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon._get_typed_attributes>`                 | TreeEnsembleRegressorCommon              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble._get_typed_attributes>`                 | TreeEnsembleRegressorDouble              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1._get_typed_attributes>`                     | TreeEnsembleRegressor_1                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._get_typed_attributes>`                     | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_typed_attributes <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._get_typed_attributes>`                     | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._get_xdtype>`                                                       | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._get_xdtype>`                                             | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._get_xdtype>`                                     | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._get_xdtype>`                                             | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._get_xdtype>`                                        | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._get_xdtype>`                                                | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._get_xdtype>`                                              | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._get_xdtype>`                                     | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._get_xdtype>`                                              | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_get_xdtype <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._get_xdtype>`                                      | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_getat <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._getat>`                                                                           | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_graph_guess_dtype <mlprodict.npy.numpy_onnx_impl_body.AttributeGraph._graph_guess_dtype>`                                                     | AttributeGraph                           | Guesses the graph inputs.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_graph_guess_dtype <mlprodict.npy.numpy_onnx_impl_body.if_then_else._graph_guess_dtype>`                                                       | if_then_else                             | Guesses the graph inputs.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_dtype <mlprodict.npy.onnx_variable.MultiOnnxVar._guess_dtype>`                                                                          | MultiOnnxVar                             | Guesses dtype when not specified.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_dtype <mlprodict.npy.onnx_variable.OnnxVar._guess_dtype>`                                                                               | OnnxVar                                  | Guesses dtype when not specified.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_inplace <mlprodict.onnxrt.onnx_inference.OnnxInference._guess_inplace>`                                                                 | OnnxInference                            | Looks into every node of the graph to see if there is a way to do the computation inplace. By default (*input_inplace=False*), ...                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_input_dtype <mlprodict.onnxrt.onnx_inference.OnnxInference._guess_input_dtype>`                                                         | OnnxInference                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_proto_type <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty._guess_proto_type>`                                                           | OpRunOnnxEmpty                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_guess_proto_type <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime._guess_proto_type>`                                                   | OpRunOnnxRuntime                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.onnx_inference.OnnxInference._init>`                                                                                   | OnnxInference                            | Prepares the instance to deliver predictions.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode._init>`                                                                          | OnnxInferenceNode                        | Prepares the node.                                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_conv.Conv._init>`                                                                                           | Conv                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_conv_transpose.ConvTranspose._init>`                                                                        | ConvTranspose                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_max_pool.MaxPool._init>`                                                                                    | MaxPool                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_qlinear_conv.QLinearConv._init>`                                                                            | QLinearConv                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifier._init>`                                                                        | SVMClassifier                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierCommon._init>`                                                                  | SVMClassifierCommon                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDouble._init>`                                                                  | SVMClassifierDouble                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressor._init>`                                                                          | SVMRegressor                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorCommon._init>`                                                                    | SVMRegressorCommon                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDouble._init>`                                                                    | SVMRegressorDouble                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierCommon._init>`                                               | TreeEnsembleClassifierCommon             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDouble._init>`                                               | TreeEnsembleClassifierDouble             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_1._init>`                                                   | TreeEnsembleClassifier_1                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._init>`                                                   | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._init>`                                                   | TreeEnsembleClassifier_3                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon._init>`                                                 | TreeEnsembleRegressorCommon              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble._init>`                                                 | TreeEnsembleRegressorDouble              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1._init>`                                                     | TreeEnsembleRegressor_1                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._init>`                                                     | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._init>`                                                     | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty._init>`                                                                                   | OpRunOnnxEmpty                           | Initializes the node.                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime._init>`                                                                           | OpRunOnnxRuntime                         | Initializes the node.                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_init <mlprodict.testing.test_utils.quantized_tensor.QuantizedTensor._init>`                                                                   | QuantizedTensor                          | Initialization when dtype is float32.                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_interval <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15._interval>`                                                                              | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_interval <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15._interval>`                                                                              | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_is_stacked <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator._is_stacked>`                                                    | OnnxTranslator                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_array <mlprodict.npy.onnx_variable.OnnxVar._make_array>`                                                                                 | OnnxVar                                  | Converts *y* into an array if not.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_numpy_code_onnx <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._make_numpy_code_onnx>`                                             | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_numpy_code_onnxml <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._make_numpy_code_onnxml>`                                         | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_numpy_code_others <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._make_numpy_code_others>`                                         | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_sure_inputs <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._make_sure_inputs>`                                                     | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_make_sure_opsets <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._make_sure_opsets>`                                                     | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._name>`                                                                   | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._name>`                                                         | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._name>`                                                 | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._name>`                                                         | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._name>`                                                    | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._name>`                                                            | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._name>`                                                          | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._name>`                                                 | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._name>`                                                          | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._name>`                                                  | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name_mapping <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty._name_mapping>`                                                                   | OpRunOnnxEmpty                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_name_mapping <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime._name_mapping>`                                                           | OpRunOnnxRuntime                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_node_to_graph <mlprodict.npy.xop.OnnxExisting._node_to_graph>`                                                                                | OnnxExisting                             | Builds a graph as a list of nodes to walk through in that order.                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_node_to_graph <mlprodict.npy.xop.OnnxOperator._node_to_graph>`                                                                                | OnnxOperator                             | Builds a graph as a list of nodes to walk through in that order.                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_node_to_graph <mlprodict.npy.xop.OnnxOperatorFunction._node_to_graph>`                                                                        | OnnxOperatorFunction                     | Builds a graph as a list of nodes to walk through in that order.                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_onnx_name <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._onnx_name>`                                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_abs <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_abs>`                                                                        | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Abs`.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_add <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_add>`                                                                        | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Add`.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_concat <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_concat>`                                                                  | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Concat`.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_gather <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_gather>`                                                                  | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Gather`.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_gemm <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_gemm>`                                                                      | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Gemm`.                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_identity <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_identity>`                                                              | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Identity`.                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_matmul <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_matmul>`                                                                  | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:MatMul`.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_max <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_max>`                                                                        | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Max`.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_mul <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_mul>`                                                                        | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Mul`.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_reduceprod <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_reduceprod>`                                                          | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:ReduceProd`.                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_reducesum <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_reducesum>`                                                            | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:ReduceSum`.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_reshape <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_reshape>`                                                                | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Reshape`.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_shape <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_shape>`                                                                    | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Shape`.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_squeeze <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_squeeze>`                                                                | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Squeeze`.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_transpose <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_transpose>`                                                            | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Transpose`.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_op_unsqueeze <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime._op_unsqueeze>`                                                            | OnnxMicroRuntime                         | Runtime for operator :epkg:`Op:Unsqueeze`.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._optimize_onnx>`                                                 | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._optimize_onnx>`                                       | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._optimize_onnx>`                               | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._optimize_onnx>`                                       | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._optimize_onnx>`                                  | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._optimize_onnx>`                                          | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._optimize_onnx>`                                        | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._optimize_onnx>`                               | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._optimize_onnx>`                                        | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optimize_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._optimize_onnx>`                                | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionConcat._optional_parameters>`                                 | MLActionConcat                           | Returns additional parameters to add the function call.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunctionCall._optional_parameters>`                           | MLActionFunctionCall                     | Returns additional parameters to add the function call.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorAdd._optional_parameters>`                       | MLActionTensorAdd                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDiv._optional_parameters>`                       | MLActionTensorDiv                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDot._optional_parameters>`                       | MLActionTensorDot                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorMul._optional_parameters>`                       | MLActionTensorMul                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorSub._optional_parameters>`                       | MLActionTensorSub                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorTake._optional_parameters>`                      | MLActionTensorTake                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_optional_parameters <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorVector._optional_parameters>`                    | MLActionTensorVector                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_parse_annotation <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler._parse_annotation>`                                                     | OnnxNumpyCompiler                        | Returns the annotations for function `fct_`.                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_pick_type <mlprodict.onnxrt.ops_cpu.op_expression.Expression._pick_type>`                                                                     | Expression                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_pick_type <mlprodict.onnxrt.ops_cpu.op_if.If._pick_type>`                                                                                     | If                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_populate <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np._populate>`                                                                   | wrapper_onnxnumpy_np                     | Creates the appropriate runtime for function *fct*                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator._post_process>`                                                | OnnxTranslator                           | Simplifies some operator such as ``OnnxNeg(2)``.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process_attributes <mlprodict.npy.xop.OnnxExisting._post_process_attributes>`                                                            | OnnxExisting                             | Walks through attributes and replaces them by ONNX values.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process_attributes <mlprodict.npy.xop.OnnxOperator._post_process_attributes>`                                                            | OnnxOperator                             | Walks through attributes and replaces them by ONNX values.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process_attributes <mlprodict.npy.xop.OnnxOperatorFunction._post_process_attributes>`                                                    | OnnxOperatorFunction                     | Walks through attributes and replaces them by ONNX values.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process_label_attributes <mlprodict.onnxrt.ops_cpu._op_classifier_string._ClassifierCommon._post_process_label_attributes>`              | _ClassifierCommon                        | Replaces string labels by int64 labels. It creates attributes *_classlabels_int64s_string*.                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_post_process_predicted_label <mlprodict.onnxrt.ops_cpu._op_classifier_string._ClassifierCommon._post_process_predicted_label>`                | _ClassifierCommon                        | Replaces int64 predicted labels by the corresponding strings.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_pprint_forward <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp._pprint_forward>`                                               | GraphEinsumSubOp                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_preprocess <mlprodict.onnxrt.ops_cpu.op_concat.Concat._preprocess>`                                                                           | Concat                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_preprocess <mlprodict.onnxrt.ops_cpu.op_feature_vectorizer.FeatureVectorizer._preprocess>`                                                    | FeatureVectorizer                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_preprocess_options <mlprodict.sklapi.onnx_pipeline.OnnxPipeline._preprocess_options>`                                                         | OnnxPipeline                             | Preprocesses the options.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_private_run <mlprodict.onnxrt.ops_cpu.op_dropout.DropoutBase._private_run>`                                                                   | DropoutBase                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_private_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12._private_run>`                                                                    | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_private_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12._private_run>`                                                                    | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_private_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_7._private_run>`                                                                     | Dropout_7                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_process_io <mlprodict.npy.xop._GraphBuilder._process_io>`                                                                                     | _GraphBuilder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_register_handler <mlprodict.onnx_tools.exports.tf2onnx_helper.tf_op._register_handler>`                                                       | tf_op                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_remove_stopwords <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._remove_stopwords>`                                          | StringNormalizer                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_replace_node_sequence <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp._replace_node_sequence>`                                 | GraphEinsumSubOp                         | Removes a sequence of nodes. The method does not check that the graph remains consistent.                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_reset_cache <mlprodict.grammar.grammar_sklearn.grammar.api_extension.AutoAction._reset_cache>`                                                | AutoAction                               | A same node may appear at different places in the graph. It means the output is used twice. However, we don't want ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpFunction._run>`                                                                                           | OpFunction                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRun._run>`                                                                                                | OpRun                                    | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunArg._run>`                                                                                             | OpRunArg                                 | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunBinary._run>`                                                                                          | OpRunBinary                              | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison._run>`                                                                                | OpRunBinaryComparison                    | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum._run>`                                                                                       | OpRunBinaryNum                           | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy._run>`                                                                                     | OpRunBinaryNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb._run>`                                                                                  | OpRunClassifierProb                      | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunCustom._run>`                                                                                          | OpRunCustom                              | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy._run>`                                                                                     | OpRunReduceNumpy                         | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunUnary._run>`                                                                                           | OpRunUnary                               | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum._run>`                                                                                        | OpRunUnaryNum                            | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_abs.Abs._run>`                                                                                               | Abs                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_acos.Acos._run>`                                                                                             | Acos                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_acosh.Acosh._run>`                                                                                           | Acosh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad._run>`                                                                                       | Adagrad                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_adam.Adam._run>`                                                                                             | Adam                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_and.And._run>`                                                                                               | And                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_11._run>`                                                                                      | ArgMax_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12._run>`                                                                                      | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12._run>`                                                                                      | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmax._ArgMax._run>`                                                                                        | _ArgMax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_11._run>`                                                                                      | ArgMin_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12._run>`                                                                                      | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12._run>`                                                                                      | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_argmin._ArgMin._run>`                                                                                        | _ArgMin                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_array_feature_extractor.ArrayFeatureExtractor._run>`                                                         | ArrayFeatureExtractor                    | Runtime for operator *ArrayFeatureExtractor*.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_asin.Asin._run>`                                                                                             | Asin                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_asinh.Asinh._run>`                                                                                           | Asinh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_atan.Atan._run>`                                                                                             | Atan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_atanh.Atanh._run>`                                                                                           | Atanh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_average_pool.AveragePool._run>`                                                                              | AveragePool                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_14._run>`                                                             | BatchNormalization_14                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_14._run>`                                                             | BatchNormalization_14                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_batch_normalization.BatchNormalization_9._run>`                                                              | BatchNormalization_9                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_binarizer.Binarizer._run>`                                                                                   | Binarizer                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_broadcast_gradient_args.BroadcastGradientArgs._run>`                                                         | BroadcastGradientArgs                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cast.Cast._run>`                                                                                             | Cast                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cast.CastLike._run>`                                                                                         | CastLike                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_category_mapper.CategoryMapper._run>`                                                                        | CategoryMapper                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cdist.CDist._run>`                                                                                           | CDist                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_ceil.Ceil._run>`                                                                                             | Ceil                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_celu.Celu._run>`                                                                                             | Celu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11._run>`                                                                                          | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11._run>`                                                                                          | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_clip.Clip_6._run>`                                                                                           | Clip_6                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_complex_abs.ComplexAbs._run>`                                                                                | ComplexAbs                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_compress.Compress._run>`                                                                                     | Compress                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_concat.Concat._run>`                                                                                         | Concat                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_concat_from_sequence.ConcatFromSequence._run>`                                                               | ConcatFromSequence                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_constant.Constant_11._run>`                                                                                  | Constant_11                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_constant.Constant_12._run>`                                                                                  | Constant_12                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_constant.Constant_12._run>`                                                                                  | Constant_12                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_constant.Constant_9._run>`                                                                                   | Constant_9                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_constant_of_shape.ConstantOfShape._run>`                                                                     | ConstantOfShape                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_conv.Conv._run>`                                                                                             | Conv                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_conv_transpose.ConvTranspose._run>`                                                                          | ConvTranspose                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cos.Cos._run>`                                                                                               | Cos                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cosh.Cosh._run>`                                                                                             | Cosh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_cum_sum.CumSum._run>`                                                                                        | CumSum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_debug.DEBUG._run>`                                                                                           | DEBUG                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_depth_to_space.DepthToSpace._run>`                                                                           | DepthToSpace                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_depth_to_space.SpaceToDepth._run>`                                                                           | SpaceToDepth                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dequantize_linear.DequantizeLinear._run>`                                                                    | DequantizeLinear                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_det.Det._run>`                                                                                               | Det                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dft.DFT._run>`                                                                                               | DFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dict_vectorizer.DictVectorizer._run>`                                                                        | DictVectorizer                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_div.Div._run>`                                                                                               | Div                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12._run>`                                                                                    | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_12._run>`                                                                                    | Dropout_12                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_dropout.Dropout_7._run>`                                                                                     | Dropout_7                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_einsum.Einsum._run>`                                                                                         | Einsum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_elu.Elu._run>`                                                                                               | Elu                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_equal.Equal._run>`                                                                                           | Equal                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_erf.Erf._run>`                                                                                               | Erf                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_exp.Exp._run>`                                                                                               | Exp                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_expand.CommonExpand._run>`                                                                                   | CommonExpand                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_expand.Expand_13._run>`                                                                                      | Expand_13                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_expand.Expand_13._run>`                                                                                      | Expand_13                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_expression.Expression._run>`                                                                                 | Expression                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_eyelike.EyeLike._run>`                                                                                       | EyeLike                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_feature_vectorizer.FeatureVectorizer._run>`                                                                  | FeatureVectorizer                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_fft.FFT._run>`                                                                                               | FFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_fft2d.FFT2D._run>`                                                                                           | FFT2D                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_flatten.Flatten._run>`                                                                                       | Flatten                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_floor.Floor._run>`                                                                                           | Floor                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_fused_matmul.FusedMatMul._run>`                                                                              | FusedMatMul                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gather.Gather._run>`                                                                                         | Gather                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gather_elements.GatherElements._run>`                                                                        | GatherElements                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gathernd.GatherND._run>`                                                                                     | GatherND                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gemm.Gemm._run>`                                                                                             | Gemm                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_global_average_pool.GlobalAveragePool._run>`                                                                 | GlobalAveragePool                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_global_average_pool.GlobalMaxPool._run>`                                                                     | GlobalMaxPool                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_greater.Greater._run>`                                                                                       | Greater                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_greater.GreaterOrEqual._run>`                                                                                | GreaterOrEqual                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_grid_sample.GridSample._run>`                                                                                | GridSample                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gru.CommonGRU._run>`                                                                                         | CommonGRU                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_gru.GRU._run>`                                                                                               | GRU                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_hard_sigmoid.HardSigmoid._run>`                                                                              | HardSigmoid                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_hardmax.Hardmax._run>`                                                                                       | Hardmax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_identity.Identity._run>`                                                                                     | Identity                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_if.If._run>`                                                                                                 | If                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_imputer.Imputer._run>`                                                                                       | Imputer                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_inverse.Inverse._run>`                                                                                       | Inverse                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_isinf.IsInf._run>`                                                                                           | IsInf                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_isnan.IsNaN._run>`                                                                                           | IsNaN                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_label_encoder.LabelEncoder._run>`                                                                            | LabelEncoder                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_layer_normalization.LayerNormalization._run>`                                                                | LayerNormalization                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_leaky_relu.LeakyRelu._run>`                                                                                  | LeakyRelu                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_less.Less._run>`                                                                                             | Less                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_less.LessOrEqual._run>`                                                                                      | LessOrEqual                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_linear_classifier.LinearClassifier._run>`                                                                    | LinearClassifier                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor._run>`                                                                      | LinearRegressor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_log.Log._run>`                                                                                               | Log                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_log_softmax.LogSoftmax._run>`                                                                                | LogSoftmax                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_loop.Loop._run>`                                                                                             | Loop                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_lp_normalization.LpNormalization._run>`                                                                      | LpNormalization                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_lrn.LRN._run>`                                                                                               | LRN                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM._run>`                                                                                       | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM._run>`                                                                                             | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_matmul.MatMul._run>`                                                                                         | MatMul                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_max_pool.MaxPool._run>`                                                                                      | MaxPool                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_mean.Mean._run>`                                                                                             | Mean                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_mod.Mod._run>`                                                                                               | Mod                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_momentum.Momentum._run>`                                                                                     | Momentum                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_murmurhash3.MurmurHash3._run>`                                                                               | MurmurHash3                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_neg.Neg._run>`                                                                                               | Neg                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_negative_log_likelihood_loss.NegativeLogLikelihoodLoss._run>`                                                | NegativeLogLikelihoodLoss                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_non_max_suppression.NonMaxSuppression._run>`                                                                 | NonMaxSuppression                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_non_zero.NonZero._run>`                                                                                      | NonZero                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_normalizer.Normalizer._run>`                                                                                 | Normalizer                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_not.Not._run>`                                                                                               | Not                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_one_hot.OneHot._run>`                                                                                        | OneHot                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_one_hot_encoder.OneHotEncoder._run>`                                                                         | OneHotEncoder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_optional.OptionalGetElement._run>`                                                                           | OptionalGetElement                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_optional.OptionalHasElement._run>`                                                                           | OptionalHasElement                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_or.Or._run>`                                                                                                 | Or                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_pad.Pad_1._run>`                                                                                             | Pad_1                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_pad.Pad_18._run>`                                                                                            | Pad_18                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_pad.Pad_18._run>`                                                                                            | Pad_18                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_pow.Pow._run>`                                                                                               | Pow                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_prelu.PRelu._run>`                                                                                           | PRelu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_qlinear_conv.QLinearConv._run>`                                                                              | QLinearConv                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear._run>`                                                                 | DynamicQuantizeLinear                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear._run>`                                                                        | QuantizeLinear                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_random.Bernoulli._run>`                                                                                      | Bernoulli                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_random.RandomNormal._run>`                                                                                   | RandomNormal                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_random.RandomNormalLike._run>`                                                                               | RandomNormalLike                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_random.RandomUniform._run>`                                                                                  | RandomUniform                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_random.RandomUniformLike._run>`                                                                              | RandomUniformLike                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_range.Range._run>`                                                                                           | Range                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reciprocal.Reciprocal._run>`                                                                                 | Reciprocal                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_1._run>`                                                                                  | ReduceL1_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_18._run>`                                                                                 | ReduceL1_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l1.ReduceL1_18._run>`                                                                                 | ReduceL1_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_1._run>`                                                                                  | ReduceL2_1                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_18._run>`                                                                                 | ReduceL2_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_l2.ReduceL2_18._run>`                                                                                 | ReduceL2_18                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_1._run>`                                                                         | ReduceLogSum_1                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_18._run>`                                                                        | ReduceLogSum_18                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum.ReduceLogSum_18._run>`                                                                        | ReduceLogSum_18                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_1._run>`                                                                  | ReduceLogSumExp_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_18._run>`                                                                 | ReduceLogSumExp_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_log_sum_exp.ReduceLogSumExp_18._run>`                                                                 | ReduceLogSumExp_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_1._run>`                                                                                | ReduceMax_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_18._run>`                                                                               | ReduceMax_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_max.ReduceMax_18._run>`                                                                               | ReduceMax_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_1._run>`                                                                              | ReduceMean_1                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_18._run>`                                                                             | ReduceMean_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_mean.ReduceMean_18._run>`                                                                             | ReduceMean_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_1._run>`                                                                                | ReduceMin_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_18._run>`                                                                               | ReduceMin_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_min.ReduceMin_18._run>`                                                                               | ReduceMin_18                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_1._run>`                                                                              | ReduceProd_1                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_18._run>`                                                                             | ReduceProd_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_prod.ReduceProd_18._run>`                                                                             | ReduceProd_18                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_1._run>`                                                                                | ReduceSum_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_11._run>`                                                                               | ReduceSum_11                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13._run>`                                                                               | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13._run>`                                                                               | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_1._run>`                                                                   | ReduceSumSquare_1                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_18._run>`                                                                  | ReduceSumSquare_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reduce_sum_square.ReduceSumSquare_18._run>`                                                                  | ReduceSumSquare_18                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_relu.Relu._run>`                                                                                             | Relu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_relu.ThresholdedRelu._run>`                                                                                  | ThresholdedRelu                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reshape.CommonReshape._run>`                                                                                 | CommonReshape                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_13._run>`                                                                                    | Reshape_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_14._run>`                                                                                    | Reshape_14                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_14._run>`                                                                                    | Reshape_14                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_reshape.Reshape_5._run>`                                                                                     | Reshape_5                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_resize.Resize._run>`                                                                                         | Resize                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_rfft.RFFT._run>`                                                                                             | RFFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_rnn.CommonRNN._run>`                                                                                         | CommonRNN                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._run>`                                                                                            | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._run>`                                                                                            | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_7._run>`                                                                                             | RNN_7                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_roi_align.RoiAlign._run>`                                                                                    | RoiAlign                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_round.Round._run>`                                                                                           | Round                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_scaler.Scaler._run>`                                                                                         | Scaler                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_scan.Scan._run>`                                                                                             | Scan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_scatter_elements.ScatterElements._run>`                                                                      | ScatterElements                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_scatternd.ScatterND._run>`                                                                                   | ScatterND                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_selu.Selu._run>`                                                                                             | Selu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sequence_at.SequenceAt._run>`                                                                                | SequenceAt                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sequence_construct.SequenceConstruct._run>`                                                                  | SequenceConstruct                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sequence_empty.SequenceEmpty._run>`                                                                          | SequenceEmpty                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sequence_insert.SequenceInsert._run>`                                                                        | SequenceInsert                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_shape.Shape_1._run>`                                                                                         | Shape_1                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15._run>`                                                                                        | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_shape.Shape_15._run>`                                                                                        | Shape_15                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_shrink.Shrink._run>`                                                                                         | Shrink                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sigmoid.Sigmoid._run>`                                                                                       | Sigmoid                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sign.Sign._run>`                                                                                             | Sign                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sin.Sin._run>`                                                                                               | Sin                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sinh.Sinh._run>`                                                                                             | Sinh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_size.Size._run>`                                                                                             | Size                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_slice.SliceCommon._run>`                                                                                     | SliceCommon                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_slice.Slice_1._run>`                                                                                         | Slice_1                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_slice.Slice_10._run>`                                                                                        | Slice_10                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_slice.Slice_10._run>`                                                                                        | Slice_10                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13._run>`                                                                                | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax.SoftmaxGrad_13._run>`                                                                                | SoftmaxGrad_13                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_1._run>`                                                                                     | Softmax_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13._run>`                                                                                    | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13._run>`                                                                                    | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax._Softmax._run>`                                                                                      | _Softmax                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softmax_cross_entropy_loss.SoftmaxCrossEntropyLoss._run>`                                                    | SoftmaxCrossEntropyLoss                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softplus.Softplus._run>`                                                                                     | Softplus                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_softsign.Softsign._run>`                                                                                     | Softsign                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_solve.Solve._run>`                                                                                           | Solve                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_split.Split_11._run>`                                                                                        | Split_11                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_split.Split_13._run>`                                                                                        | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_split.Split_13._run>`                                                                                        | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_split.Split_2._run>`                                                                                         | Split_2                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sqrt.Sqrt._run>`                                                                                             | Sqrt                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_1._run>`                                                                                     | Squeeze_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_11._run>`                                                                                    | Squeeze_11                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_13._run>`                                                                                    | Squeeze_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_squeeze.Squeeze_13._run>`                                                                                    | Squeeze_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_stft.STFT._run>`                                                                                             | STFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._run>`                                                                    | StringNormalizer                         | Normalizes strings.                                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_sum.Sum._run>`                                                                                               | Sum                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifier._run>`                                                                          | SVMClassifier                            | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_classifier.cc>`_. ...                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierCommon._run>`                                                                    | SVMClassifierCommon                      | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_classifier.cc>`_. ...                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_classifier.SVMClassifierDouble._run>`                                                                    | SVMClassifierDouble                      | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_classifier.cc>`_. ...                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressor._run>`                                                                            | SVMRegressor                             | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_regressor.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_regressor.cc>`_. ...                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorCommon._run>`                                                                      | SVMRegressorCommon                       | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_regressor.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_regressor.cc>`_. ...                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_svm_regressor.SVMRegressorDouble._run>`                                                                      | SVMRegressorDouble                       | This is a C++ implementation coming from :epkg:`onnxruntime`. `svm_regressor.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/svm_regressor.cc>`_. ...                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tan.Tan._run>`                                                                                               | Tan                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tanh.Tanh._run>`                                                                                             | Tanh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tfidfvectorizer.TfIdfVectorizer._run>`                                                                       | TfIdfVectorizer                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._run>`                                                                                   | Tokenizer                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_1._run>`                                                                                           | TopK_1                                   | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_10._run>`                                                                                          | TopK_10                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11._run>`                                                                                          | TopK_11                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_topk.TopK_11._run>`                                                                                          | TopK_11                                  | Runtime for operator *TopK*. The implementation is not the most efficient as it sorts everything then extracts ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_transpose.Transpose._run>`                                                                                   | Transpose                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierCommon._run>`                                                 | TreeEnsembleClassifierCommon             | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/ onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifierDouble._run>`                                                 | TreeEnsembleClassifierDouble             | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/ onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_1._run>`                                                     | TreeEnsembleClassifier_1                 | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/ onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._run>`                                                     | TreeEnsembleClassifier_3                 | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/ onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier.TreeEnsembleClassifier_3._run>`                                                     | TreeEnsembleClassifier_3                 | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/ onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon._run>`                                                   | TreeEnsembleRegressorCommon              | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble._run>`                                                   | TreeEnsembleRegressorDouble              | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1._run>`                                                       | TreeEnsembleRegressor_1                  | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._run>`                                                       | TreeEnsembleRegressor_3                  | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3._run>`                                                       | TreeEnsembleRegressor_3                  | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc <https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/core/providers/cpu/ml/tree_ensemble_classifier.cc>`_. ...       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_trilu.Trilu._run>`                                                                                           | Trilu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_unique.Unique._run>`                                                                                         | Unique                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_1._run>`                                                                                 | Unsqueeze_1                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_11._run>`                                                                                | Unsqueeze_11                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_13._run>`                                                                                | Unsqueeze_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_unsqueeze.Unsqueeze_13._run>`                                                                                | Unsqueeze_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_where.Where._run>`                                                                                           | Where                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_window.BlackmanWindow._run>`                                                                                 | BlackmanWindow                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_window.HammingWindow._run>`                                                                                  | HammingWindow                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_window.HannWindow._run>`                                                                                     | HannWindow                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_xor.Xor._run>`                                                                                               | Xor                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_yield_op.YieldOp._run>`                                                                                      | YieldOp                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMap._run>`                                                                                         | ZipMap                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_onnx.op_conv.Conv._run>`                                                                                            | Conv                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run1 <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad._run1>`                                                                                     | Adagrad                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run1 <mlprodict.onnxrt.ops_cpu.op_adam.Adam._run1>`                                                                                           | Adam                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run1 <mlprodict.onnxrt.ops_cpu.op_momentum.Momentum._run1>`                                                                                   | Momentum                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_char_tokenization <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._run_char_tokenization>`                                               | Tokenizer                                | Tokenizes y charaters.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_column <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._run_column>`                                                      | StringNormalizer                         | Normalizes string in a columns.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_empty <mlprodict.onnxrt.onnx_shape_inference.OnnxShapeInference._run_empty>`                                                              | OnnxShapeInference                       | Computes shape and types of all results.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_abs.Abs._run_inplace>`                                                                               | Abs                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_acos.Acos._run_inplace>`                                                                             | Acos                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_acosh.Acosh._run_inplace>`                                                                           | Acosh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_asin.Asin._run_inplace>`                                                                             | Asin                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_asinh.Asinh._run_inplace>`                                                                           | Asinh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_atan.Atan._run_inplace>`                                                                             | Atan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_atanh.Atanh._run_inplace>`                                                                           | Atanh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_cast.Cast._run_inplace>`                                                                             | Cast                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_cast.CastLike._run_inplace>`                                                                         | CastLike                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_ceil.Ceil._run_inplace>`                                                                             | Ceil                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_celu.Celu._run_inplace>`                                                                             | Celu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11._run_inplace>`                                                                          | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11._run_inplace>`                                                                          | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_clip.Clip_6._run_inplace>`                                                                           | Clip_6                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_cos.Cos._run_inplace>`                                                                               | Cos                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_cosh.Cosh._run_inplace>`                                                                             | Cosh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_erf.Erf._run_inplace>`                                                                               | Erf                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_exp.Exp._run_inplace>`                                                                               | Exp                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_floor.Floor._run_inplace>`                                                                           | Floor                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_hard_sigmoid.HardSigmoid._run_inplace>`                                                              | HardSigmoid                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_leaky_relu.LeakyRelu._run_inplace>`                                                                  | LeakyRelu                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_log.Log._run_inplace>`                                                                               | Log                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_log_softmax.LogSoftmax._run_inplace>`                                                                | LogSoftmax                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_lp_normalization.LpNormalization._run_inplace>`                                                      | LpNormalization                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_mean.Mean._run_inplace>`                                                                             | Mean                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_reciprocal.Reciprocal._run_inplace>`                                                                 | Reciprocal                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_relu.Relu._run_inplace>`                                                                             | Relu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_relu.ThresholdedRelu._run_inplace>`                                                                  | ThresholdedRelu                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_round.Round._run_inplace>`                                                                           | Round                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_scaler.Scaler._run_inplace>`                                                                         | Scaler                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_sign.Sign._run_inplace>`                                                                             | Sign                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_sin.Sin._run_inplace>`                                                                               | Sin                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_sinh.Sinh._run_inplace>`                                                                             | Sinh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_1._run_inplace>`                                                                     | Softmax_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13._run_inplace>`                                                                    | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13._run_inplace>`                                                                    | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_softmax._Softmax._run_inplace>`                                                                      | _Softmax                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_softplus.Softplus._run_inplace>`                                                                     | Softplus                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_sqrt.Sqrt._run_inplace>`                                                                             | Sqrt                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_tan.Tan._run_inplace>`                                                                               | Tan                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_inplace <mlprodict.onnxrt.ops_cpu.op_tanh.Tanh._run_inplace>`                                                                             | Tanh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunArg._run_no_checks_>`                                                                       | OpRunArg                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunBinary._run_no_checks_>`                                                                    | OpRunBinary                              | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison._run_no_checks_>`                                                          | OpRunBinaryComparison                    | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum._run_no_checks_>`                                                                 | OpRunBinaryNum                           | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy._run_no_checks_>`                                                               | OpRunBinaryNumpy                         | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb._run_no_checks_>`                                                            | OpRunClassifierProb                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy._run_no_checks_>`                                                               | OpRunReduceNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum._run_no_checks_>`                                                                  | OpRunUnaryNum                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13._run_no_checks_>`                                                         | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13._run_no_checks_>`                                                         | ReduceSum_13                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_no_checks_ <mlprodict.onnxrt.ops_cpu.op_scaler.Scaler._run_no_checks_>`                                                                   | Scaler                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_regex_tokenization <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._run_regex_tokenization>`                                             | Tokenizer                                | Tokenizes using separators. The function should use a trie to find text.                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_sep_tokenization <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._run_sep_tokenization>`                                                 | Tokenizer                                | Tokenizes using separators. The function should use a trie to find text.                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_sequence_runtime <mlprodict.onnxrt.onnx_inference.OnnxInference._run_sequence_runtime>`                                                   | OnnxInference                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_sequence_runtime_compiled <mlprodict.onnxrt.onnx_inference.OnnxInference._run_sequence_runtime_compiled>`                                 | OnnxInference                            | Executes a compiled version of :meth:`_run_sequence_runtime`, compiled with method :meth:`_build_compile_run`. ...                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_tokenization <mlprodict.onnxrt.ops_cpu.op_tokenizer.Tokenizer._run_tokenization>`                                                         | Tokenizer                                | Tokenizes a char level.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_whole_runtime <mlprodict.onnxrt.onnx_inference.OnnxInference._run_whole_runtime>`                                                         | OnnxInference                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._score_metric>`                                                   | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._score_metric>`                                         | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._score_metric>`                                 | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._score_metric>`                                         | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._score_metric>`                                    | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._score_metric>`                                            | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._score_metric>`                                          | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._score_metric>`                                 | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._score_metric>`                                          | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_score_metric <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._score_metric>`                                  | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxExisting._set_control_op>`                                                                              | OnnxExisting                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxOperator._set_control_op>`                                                                              | OnnxOperator                             | Sets *control_op* for every instance of :class:`OnnxExisting` node.                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxOperatorBase._set_control_op>`                                                                          | OnnxOperatorBase                         | Tells this operator is part of a subgraph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxOperatorFunction._set_control_op>`                                                                      | OnnxOperatorFunction                     | Sets *control_op* for every instance of :class:`OnnxExisting` node.                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxOperatorItem._set_control_op>`                                                                          | OnnxOperatorItem                         | Tells this operator is part of a subgraph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_control_op <mlprodict.npy.xop.OnnxOperatorTuple._set_control_op>`                                                                         | OnnxOperatorTuple                        | Tells this operator is part of a subgraph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_set_shape_inference_runtime <mlprodict.onnxrt.onnx_inference.OnnxInference._set_shape_inference_runtime>`                                     | OnnxInference                            | Set shapes based on shape inference relying on the runtime. The values are stored in every node.                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_setitem1i_ <mlprodict.npy.onnx_variable.OnnxVar._setitem1i_>`                                                                                 | OnnxVar                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_setitem2i_ <mlprodict.npy.onnx_variable.OnnxVar._setitem2i_>`                                                                                 | OnnxVar                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_simplify <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode._simplify>`                                                                     | NumpyCode                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_gru.CommonGRU._step>`                                                                                       | CommonGRU                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_gru.GRU._step>`                                                                                             | GRU                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM._step>`                                                                                     | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM._step>`                                                                                           | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_rnn.CommonRNN._step>`                                                                                       | CommonRNN                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._step>`                                                                                          | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14._step>`                                                                                          | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_step <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_7._step>`                                                                                           | RNN_7                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark._to_onnx>`                                                             | _CommonAsvSklBenchmark                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier._to_onnx>`                                                   | _CommonAsvSklBenchmarkClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore._to_onnx>`                                           | _CommonAsvSklBenchmarkClassifierRawScore |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering._to_onnx>`                                                   | _CommonAsvSklBenchmarkClustering         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier._to_onnx>`                                              | _CommonAsvSklBenchmarkMultiClassifier    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier._to_onnx>`                                                      | _CommonAsvSklBenchmarkOutlier            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor._to_onnx>`                                                    | _CommonAsvSklBenchmarkRegressor          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform._to_onnx>`                                           | _CommonAsvSklBenchmarkTrainableTransform |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform._to_onnx>`                                                    | _CommonAsvSklBenchmarkTransform          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive._to_onnx>`                                            | _CommonAsvSklBenchmarkTransformPositive  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler._to_onnx>`                                                                       | OnnxNumpyCompiler                        | Returns the onnx graph produced by function `fct_`.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_pipeline.OnnxPipeline._to_onnx>`                                                                               | OnnxPipeline                             | Converts a transformer into ONNX.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier._to_onnx>`                                                                      | OnnxSpeedupClassifier                    | Converts an estimator inference into :epkg:`ONNX`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster._to_onnx>`                                                                         | OnnxSpeedupCluster                       | Converts an estimator inference into :epkg:`ONNX`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor._to_onnx>`                                                                       | OnnxSpeedupRegressor                     | Converts an estimator inference into :epkg:`ONNX`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer._to_onnx>`                                                                     | OnnxSpeedupTransformer                   | Converts an estimator inference into :epkg:`ONNX`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup._to_onnx>`                                                                   | _OnnxPipelineStepSpeedup                 | Converts an estimator inference into :epkg:`ONNX`.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attribute <mlprodict.npy.xop.OnnxExisting._to_onnx_attribute>`                                                                        | OnnxExisting                             | Converts one subgraph into ONNX. Returns the ONNX graph and the hidden inputs.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attribute <mlprodict.npy.xop.OnnxOperator._to_onnx_attribute>`                                                                        | OnnxOperator                             | Converts one subgraph into ONNX. Returns the ONNX graph and the hidden inputs.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attribute <mlprodict.npy.xop.OnnxOperatorFunction._to_onnx_attribute>`                                                                | OnnxOperatorFunction                     | Converts one subgraph into ONNX. Returns the ONNX graph and the hidden inputs.                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attributes <mlprodict.npy.xop.OnnxExisting._to_onnx_attributes>`                                                                      | OnnxExisting                             | Converts attributes into ONNX. Returns the hidden inputs.                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attributes <mlprodict.npy.xop.OnnxOperator._to_onnx_attributes>`                                                                      | OnnxOperator                             | Converts attributes into ONNX. Returns the hidden inputs.                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attributes <mlprodict.npy.xop.OnnxOperatorFunction._to_onnx_attributes>`                                                              | OnnxOperatorFunction                     | Converts attributes into ONNX. Returns the hidden inputs.                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attributes <mlprodict.npy.xop.OnnxOperatorItem._to_onnx_attributes>`                                                                  | OnnxOperatorItem                         | Calls `self.onx_op._to_onnx_attributes`.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_attributes <mlprodict.npy.xop.OnnxOperatorTuple._to_onnx_attributes>`                                                                 | OnnxOperatorTuple                        | Calls `self.onx_op._to_onnx_attributes`.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_batch_dot <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_batch_dot>`                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_expand_dims <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_expand_dims>`                                          | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_id <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_id>`                                                            | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_mul <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_mul>`                                                          | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_reduce_sum <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_reduce_sum>`                                            | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_shape <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler._to_onnx_shape>`                                                           | OnnxNumpyCompiler                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_squeeze <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_squeeze>`                                                  | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_onnx_transpose <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp._to_onnx_transpose>`                                              | EinsumSubOp                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpFunction._to_python_numpy>`                                                                   | OpFunction                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRun._to_python_numpy>`                                                                        | OpRun                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunArg._to_python_numpy>`                                                                     | OpRunArg                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunBinary._to_python_numpy>`                                                                  | OpRunBinary                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison._to_python_numpy>`                                                        | OpRunBinaryComparison                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum._to_python_numpy>`                                                               | OpRunBinaryNum                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy._to_python_numpy>`                                                             | OpRunBinaryNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb._to_python_numpy>`                                                          | OpRunClassifierProb                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunCustom._to_python_numpy>`                                                                  | OpRunCustom                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy._to_python_numpy>`                                                             | OpRunReduceNumpy                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunUnary._to_python_numpy>`                                                                   | OpRunUnary                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_to_python_numpy <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum._to_python_numpy>`                                                                | OpRunUnaryNum                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_validate_onnx_data <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np._validate_onnx_data>`                                               | wrapper_onnxnumpy_np                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_validate_outputs <mlprodict.onnxrt.onnx_inference.OnnxInference._validate_outputs>`                                                           | OnnxInference                            | Checks the output have the expected type. The function returns the list of mismatches.                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add <mlprodict.onnx_tools._onnx_check_model.LexicalScopeContext.add>`                                                                             | LexicalScopeContext                      | Adds a name to the context.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add <mlprodict.tools.graphs.AdjacencyGraphDisplay.add>`                                                                                           | AdjacencyGraphDisplay                    | Adds an action to display the graph.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxExisting.add_external_input>`                                                                           | OnnxExisting                             | Tells a subgraph this node comes from a graph calling this one.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxOperator.add_external_input>`                                                                           | OnnxOperator                             | Tells a subgraph this node comes from a graph calling this one.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxOperatorBase.add_external_input>`                                                                       | OnnxOperatorBase                         | Tells a subgraph this node comes from the main graph. It may be used only by the subgraph but it must be processed ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxOperatorFunction.add_external_input>`                                                                   | OnnxOperatorFunction                     | Tells a subgraph this node comes from a graph calling this one.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxOperatorItem.add_external_input>`                                                                       | OnnxOperatorItem                         | Tells a subgraph this node comes from the main graph. It may be used only by the subgraph but it must be processed ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_external_input <mlprodict.npy.xop.OnnxOperatorTuple.add_external_input>`                                                                      | OnnxOperatorTuple                        | Tells a subgraph this node comes from the main graph. It may be used only by the subgraph but it must be processed ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_function <mlprodict.npy.xop._GraphBuilder.add_function>`                                                                                      | _GraphBuilder                            | Adds a function to the graph.                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_info <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.add_info>`                                                                     | EinsumSubOp                              | Adds information to the node.                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_initializer <mlprodict.npy.xop._GraphBuilder.add_initializer>`                                                                                | _GraphBuilder                            | Adds an initializer to the graph.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_node <mlprodict.npy.xop._GraphBuilder.add_node>`                                                                                              | _GraphBuilder                            | Adds a node to the graph.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxExisting.add_to>`                                                                                                   | OnnxExisting                             | Adds to graph builder.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxOperator.add_to>`                                                                                                   | OnnxOperator                             | Adds to graph builder.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxOperatorBase.add_to>`                                                                                               | OnnxOperatorBase                         | This method should be overwritten.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxOperatorFunction.add_to>`                                                                                           | OnnxOperatorFunction                     | Adds to graph builder.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxOperatorItem.add_to>`                                                                                               | OnnxOperatorItem                         | Adds to graph builder. Does nothing because the original node is already added.                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop.OnnxOperatorTuple.add_to>`                                                                                              | OnnxOperatorTuple                        | Adds to graph builder. Does nothing because the original node is already added.                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop_convert.OnnxSubEstimator.add_to>`                                                                                       | OnnxSubEstimator                         | Adds to graph builder.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_to <mlprodict.npy.xop_convert.OnnxSubOnnx.add_to>`                                                                                            | OnnxSubOnnx                              | Adds to graph builder.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`add_variable_to_clean <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.add_variable_to_clean>`                                             | OnnxInferenceNode                        | Adds a variable which can be cleaned after the node execution.                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`adjacency_matrix <mlprodict.tools.graphs.BiGraph.adjacency_matrix>`                                                                               | BiGraph                                  | Builds an adjacency matrix.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`and_ <mlprodict.npy.xop.OnnxExisting.and_>`                                                                                                       | OnnxExisting                             | Automatically adds operator `OnnxAnd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`and_ <mlprodict.npy.xop.OnnxOperator.and_>`                                                                                                       | OnnxOperator                             | Automatically adds operator `OnnxAnd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`and_ <mlprodict.npy.xop.OnnxOperatorFunction.and_>`                                                                                               | OnnxOperatorFunction                     | Automatically adds operator `OnnxAnd` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`append <mlprodict.npy.onnx_numpy_wrapper._created_classes.append>`                                                                                | _created_classes                         | Adds a class into `globals()` to enable pickling on dynamic classes.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`append <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.append>`                                                                      | ShapeConstraintList                      | Appends a new constraint to the list.                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`append <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.append>`                                                                    | GraphEinsumSubOp                         | Adds one input or result.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`apply <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.apply>`                                                                           | EinsumSubOp                              | Applies one operator on the data.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`apply_sequence <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.apply_sequence>`                                                    | GraphEinsumSubOp                         | Applies a sequence of operations on a list of inputs.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`as_string <mlprodict.npy.onnx_version.FctVersion.as_string>`                                                                                      | FctVersion                               | Returns a single string identifier.                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`as_tuple <mlprodict.npy.onnx_version.FctVersion.as_tuple>`                                                                                        | FctVersion                               | Returns a single tuple for the version.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`as_tuple_with_sep <mlprodict.npy.onnx_version.FctVersion.as_tuple_with_sep>`                                                                      | FctVersion                               | Returns a single tuple for the version.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`asdict <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.asdict>`                                                                              | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`assert_almost_equal <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.assert_almost_equal>`                                                   | OnnxSpeedupClassifier                    | Checks that ONNX and scikit-learn produces the same outputs.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`assert_almost_equal <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.assert_almost_equal>`                                                      | OnnxSpeedupCluster                       | Checks that ONNX and scikit-learn produces the same outputs.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`assert_almost_equal <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.assert_almost_equal>`                                                    | OnnxSpeedupRegressor                     | Checks that ONNX and scikit-learn produces the same outputs.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`assert_almost_equal <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.assert_almost_equal>`                                                  | OnnxSpeedupTransformer                   | Checks that ONNX and scikit-learn produces the same outputs.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`astype <mlprodict.npy.onnx_variable.OnnxVar.astype>`                                                                                              | OnnxVar                                  | Cast                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`astype <mlprodict.npy.xop.OnnxExisting.astype>`                                                                                                   | OnnxExisting                             | Automatically adds operator `OnnxCast` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`astype <mlprodict.npy.xop.OnnxOperator.astype>`                                                                                                   | OnnxOperator                             | Automatically adds operator `OnnxCast` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`astype <mlprodict.npy.xop.OnnxOperatorFunction.astype>`                                                                                           | OnnxOperatorFunction                     | Automatically adds operator `OnnxCast` to the graph.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`attr <mlprodict.onnx_conv.operator_converters.parse_lightgbm.MockWrappedLightGbmBoosterClassifier.attr>`                                          | MockWrappedLightGbmBoosterClassifier     | Returns default values for common attributes.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`build <mlprodict.testing.einsum.einsum_fct.CachedEinsum.build>`                                                                                   | CachedEinsum                             | Preprocesses the equation builds whatever is necessary to compute the result of the einsum equation.                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`build_intermediate <mlprodict.onnxrt.onnx_inference.OnnxInference.build_intermediate>`                                                            | OnnxInference                            | Builds every possible :epkg:`ONNX` file which computes one specific intermediate output from the inputs. ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`build_onnx_einsum <mlprodict.testing.einsum.einsum_fct.CachedEinsum.build_onnx_einsum>`                                                           | CachedEinsum                             | Builds an ONNX graph with a single einsum operator.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`build_runtime <mlprodict.testing.einsum.einsum_fct.CachedEinsum.build_runtime>`                                                                   | CachedEinsum                             | Builds the runtime associated to the equation `self.equation_`.                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cache_impl <mlprodict.onnxrt.ops_onnx._op.OpRunExtended.cache_impl>`                                                                              | OpRunExtended                            | Caches an implementation.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumType.cast>`                                                                           | MLNumType                                | Converts *value* into this type.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool.cast>`                                                                       | MLNumTypeBool                            | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32.cast>`                                                                    | MLNumTypeFloat32                         | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64.cast>`                                                                    | MLNumTypeFloat64                         | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32.cast>`                                                                      | MLNumTypeInt32                           | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64.cast>`                                                                      | MLNumTypeInt64                           | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle.cast>`                                                                     | MLNumTypeSingle                          | Exports *value* into this type.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor.cast>`                                                                            | MLTensor                                 | Converts *value* into this type.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`cast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLType.cast>`                                                                              | MLType                                   | Converts *value* into this type.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`change_parallel <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorCommon.change_parallel>`                                | TreeEnsembleRegressorCommon              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`change_parallel <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressorDouble.change_parallel>`                                | TreeEnsembleRegressorDouble              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`change_parallel <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_1.change_parallel>`                                    | TreeEnsembleRegressor_1                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`change_parallel <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3.change_parallel>`                                    | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`change_parallel <mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor.TreeEnsembleRegressor_3.change_parallel>`                                    | TreeEnsembleRegressor_3                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.check_method_name>`                                              | _CommonAsvSklBenchmark                   | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.check_method_name>`                                    | _CommonAsvSklBenchmarkClassifier         | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.check_method_name>`                            | _CommonAsvSklBenchmarkClassifierRawScore | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.check_method_name>`                                    | _CommonAsvSklBenchmarkClustering         | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.check_method_name>`                               | _CommonAsvSklBenchmarkMultiClassifier    | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.check_method_name>`                                       | _CommonAsvSklBenchmarkOutlier            | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.check_method_name>`                                     | _CommonAsvSklBenchmarkRegressor          | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.check_method_name>`                            | _CommonAsvSklBenchmarkTrainableTransform | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.check_method_name>`                                     | _CommonAsvSklBenchmarkTransform          | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_method_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.check_method_name>`                             | _CommonAsvSklBenchmarkTransformPositive  | Does some verifications. Fails if inconsistencies.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`check_onnx <mlprodict.onnxrt.onnx_inference.OnnxInference.check_onnx>`                                                                            | OnnxInference                            | Checks the model follow :epkg:`ONNX` conventions.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`choose_act <mlprodict.onnxrt.ops_cpu.op_rnn.CommonRNN.choose_act>`                                                                                | CommonRNN                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`choose_act <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14.choose_act>`                                                                                   | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`choose_act <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_14.choose_act>`                                                                                   | RNN_14                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`choose_act <mlprodict.onnxrt.ops_cpu.op_rnn.RNN_7.choose_act>`                                                                                    | RNN_7                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`clean_unused_nodes <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.clean_unused_nodes>`                                            | GraphEinsumSubOp                         | Cleans nodes with unused outputs.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.common_run>`                                                               | QuantizeLinear                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.common_run>`                                                        | _CommonQuantizeLinear                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_split.CommonSplit.common_run>`                                                                            | CommonSplit                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_split.Split_11.common_run>`                                                                               | Split_11                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_split.Split_13.common_run>`                                                                               | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_split.Split_13.common_run>`                                                                               | Split_13                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_split.Split_2.common_run>`                                                                                | Split_2                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`compute_output_row <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.compute_output_row>`                                                 | EinsumSubOp                              | Updates *row* based on the operator.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.npy.onnx_variable.OnnxVar.copy>`                                                                                                  | OnnxVar                                  | Returns a copy of self (use of Identity node).                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnx_tools._onnx_check_model.LexicalScopeContext.copy>`                                                                           | LexicalScopeContext                      | Copies the instance.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnx_tools.onnx_manipulations._inline_mapping.copy>`                                                                              | _inline_mapping                          | Returns a copy.                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.copy>`                                                                            | ShapeContainer                           | Makes a copy.                                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraint.copy>`                                                                              | ShapeConstraint                          | Makes a copy of the object.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraintList.copy>`                                                                          | ShapeConstraintList                      | Copies the object.                                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.copy>`                                                                                  | ShapeResult                              | Returns a copy for the result.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy_add <mlprodict.npy.xop_variable.Variable.copy_add>`                                                                                          | Variable                                 | Returns a copy of this variable with a new dtype.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy_merge <mlprodict.npy.xop_variable.Variable.copy_merge>`                                                                                      | Variable                                 | Merges information from both Variable.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`copy_name <mlprodict.npy.xop_variable.Variable.copy_name>`                                                                                        | Variable                                 | Returns a copy with a new name.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`data <mlprodict.npy.xop._CustomSchema.data>`                                                                                                      | _CustomSchema                            | Returns all data in that class in a dictionary.                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`debug <mlprodict.npy.xop._WrapperLogger.debug>`                                                                                                   | _WrapperLogger                           | debug                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`debug <mlprodict.npy.xop._WrapperPrint.debug>`                                                                                                    | _WrapperPrint                            | debug                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`debug <mlprodict.npy.xop.method.debug>`                                                                                                           | method                                   | debug                                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`dedent <mlprodict.npy.xop._WrapperLogger.dedent>`                                                                                                 | _WrapperLogger                           | unindent                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`dedent <mlprodict.npy.xop._WrapperPrint.dedent>`                                                                                                  | _WrapperPrint                            | unindent                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`default <mlprodict.onnx_conv.convert._ParamEncoder.default>`                                                                                      | _ParamEncoder                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`default <mlprodict.onnxrt.validate.validate_summary._MyEncoder.default>`                                                                          | _MyEncoder                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`default_inputs <mlprodict.testing.einsum.einsum_fct.CachedEinsum.default_inputs>`                                                                 | CachedEinsum                             | Returns default inputs (reshaped numpy.arange + 0.7i).                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`depart <mlprodict.onnx_tools.onnx_grammar.onnx_translator.CodeTranslator.depart>`                                                                 | CodeTranslator                           | Leaves a node.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`depart <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator.depart>`                                                                 | OnnxTranslator                           | Visits a node.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`display_sequence <mlprodict.onnxrt.onnx_inference.OnnxInference.display_sequence>`                                                                | OnnxInference                            | Shows the sequence of nodes to run if ``runtime=='python'``.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`display_structure <mlprodict.tools.graphs.BiGraph.display_structure>`                                                                             | BiGraph                                  | Creates a display structure which contains all the necessary steps to display a graph.                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`do <mlprodict.npy.xop.OnnxExisting.do>`                                                                                                           | OnnxExisting                             | Fills attribute *body*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`do <mlprodict.npy.xop.OnnxOperator.do>`                                                                                                           | OnnxOperator                             | Fills attribute *body*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`do <mlprodict.npy.xop.OnnxOperatorFunction.do>`                                                                                                   | OnnxOperatorFunction                     | Fills attribute *body*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`dot_label <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.dot_label>`                                                                   | EinsumSubOp                              | Displays some informations useful to understand the operator.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`dump_model <mlprodict.onnx_conv.operator_converters.parse_lightgbm.MockWrappedLightGbmBoosterClassifier.dump_model>`                              | MockWrappedLightGbmBoosterClassifier     | mock dump_model method                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`else_do <mlprodict.npy.xop.OnnxExisting.else_do>`                                                                                                 | OnnxExisting                             | Fills attribute *else_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`else_do <mlprodict.npy.xop.OnnxOperator.else_do>`                                                                                                 | OnnxOperator                             | Fills attribute *else_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`else_do <mlprodict.npy.xop.OnnxOperatorFunction.else_do>`                                                                                         | OnnxOperatorFunction                     | Fills attribute *else_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.enable_inplace_compute>`                                           | OnnxInferenceNode                        | Let the node know that one input can be overwritten.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpFunction.enable_inplace_compute>`                                                          | OpFunction                               | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRun.enable_inplace_compute>`                                                               | OpRun                                    | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunArg.enable_inplace_compute>`                                                            | OpRunArg                                 | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.enable_inplace_compute>`                                                         | OpRunBinary                              | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.enable_inplace_compute>`                                               | OpRunBinaryComparison                    | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.enable_inplace_compute>`                                                      | OpRunBinaryNum                           | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.enable_inplace_compute>`                                                    | OpRunBinaryNumpy                         | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.enable_inplace_compute>`                                                 | OpRunClassifierProb                      | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.enable_inplace_compute>`                                                         | OpRunCustom                              | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.enable_inplace_compute>`                                                    | OpRunReduceNumpy                         | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.enable_inplace_compute>`                                                          | OpRunUnary                               | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enable_inplace_compute <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.enable_inplace_compute>`                                                       | OpRunUnaryNum                            | Tells the node that one input can be overwritten.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`end_profiling <mlprodict.tools.ort_wrapper.InferenceSession.end_profiling>`                                                                       | InferenceSession                         | Ends profiling.                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLAction.enumerate_variables>`                                            | MLAction                                 | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionBinary.enumerate_variables>`                                      | MLActionBinary                           | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCast.enumerate_variables>`                                        | MLActionCast                             | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionConcat.enumerate_variables>`                                      | MLActionConcat                           | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCst.enumerate_variables>`                                         | MLActionCst                              | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunction.enumerate_variables>`                                    | MLActionFunction                         | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunctionCall.enumerate_variables>`                                | MLActionFunctionCall                     | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionIfElse.enumerate_variables>`                                      | MLActionIfElse                           | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionReturn.enumerate_variables>`                                      | MLActionReturn                           | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionUnary.enumerate_variables>`                                       | MLActionUnary                            | Enumerates all variables.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`enumerate_variables <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionVar.enumerate_variables>`                                         | MLActionVar                              | Enumerates itself.                                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLAction.execute>`                                                                    | MLAction                                 | Computes the action. Returns the output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionBinary.execute>`                                                              | MLActionBinary                           | Computes the action. Returns the output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCast.execute>`                                                                | MLActionCast                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionConcat.execute>`                                                              | MLActionConcat                           | Concatenation                                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCst.execute>`                                                                 | MLActionCst                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunction.execute>`                                                            | MLActionFunction                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunctionCall.execute>`                                                        | MLActionFunctionCall                     | Computes the action. Returns the output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionIfElse.execute>`                                                              | MLActionIfElse                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionReturn.execute>`                                                              | MLActionReturn                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionUnary.execute>`                                                               | MLActionUnary                            | Computes the action. Returns the output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionVar.execute>`                                                                 | MLActionVar                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionAdd.execute>`                                                             | MLActionAdd                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionSign.execute>`                                                            | MLActionSign                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionTestEqual.execute>`                                                       | MLActionTestEqual                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_num.MLActionTestInf.execute>`                                                         | MLActionTestInf                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorAdd.execute>`                                                    | MLActionTensorAdd                        | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDiv.execute>`                                                    | MLActionTensorDiv                        | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorDot.execute>`                                                    | MLActionTensorDot                        | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorMul.execute>`                                                    | MLActionTensorMul                        | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorSub.execute>`                                                    | MLActionTensorSub                        | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorTake.execute>`                                                   | MLActionTensorTake                       | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`execute <mlprodict.grammar.grammar_sklearn.grammar.gactions_tensor.MLActionTensorVector.execute>`                                                 | MLActionTensorVector                     | Addition                                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`export <mlprodict.grammar.grammar_sklearn.grammar.api_extension.AutoAction.export>`                                                               | AutoAction                               | Exports into any format. The method is looking for one method call '_export_<lang>' and calls it if found. ...                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`export <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.export>`                                                        | CodeNodeVisitor                          | Calls method *export* from the translator class.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`export <mlprodict.onnx_tools.onnx_grammar.onnx_translator.CodeTranslator.export>`                                                                 | CodeTranslator                           | Exports the parsed :epkg:`python` code into something.                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`export <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator.export>`                                                                 | OnnxTranslator                           | Returns an :epkg:`ONNX` graph or a piece of code which could generate the graph.                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxExisting.f>`                                                                                                             | OnnxExisting                             | For the eager mode.                                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxOperator.f>`                                                                                                             | OnnxOperator                             | Computes the predictions for this node. Similar to an eager evaluation.                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxOperatorBase.f>`                                                                                                         | OnnxOperatorBase                         | Evaluates this node.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxOperatorFunction.f>`                                                                                                     | OnnxOperatorFunction                     | Computes the predictions for this node. Similar to an eager evaluation.                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxOperatorItem.f>`                                                                                                         | OnnxOperatorItem                         | Computes the predictions for this node. Similar to an eager evaluation.                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.npy.xop.OnnxOperatorTuple.f>`                                                                                                        | OnnxOperatorTuple                        | Evaluates this node.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.onnxrt.ops_cpu.op_gru.CommonGRU.f>`                                                                                                  | CommonGRU                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.onnxrt.ops_cpu.op_gru.GRU.f>`                                                                                                        | GRU                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM.f>`                                                                                                | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`f <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM.f>`                                                                                                      | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`feature_name <mlprodict.onnx_conv.operator_converters.parse_lightgbm.MockWrappedLightGbmBoosterClassifier.feature_name>`                          | MockWrappedLightGbmBoosterClassifier     | Returns binary features names.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxExisting.find_named_inputs>`                                                                             | OnnxExisting                             | Retrieves all named inputs in this graph.                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxOperator.find_named_inputs>`                                                                             | OnnxOperator                             | Retrieves all named inputs in this graph.                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxOperatorBase.find_named_inputs>`                                                                         | OnnxOperatorBase                         | Returns all inputs to the graph.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxOperatorFunction.find_named_inputs>`                                                                     | OnnxOperatorFunction                     | Retrieves all named inputs in this graph.                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxOperatorItem.find_named_inputs>`                                                                         | OnnxOperatorItem                         | Returns all inputs to the graph.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_named_inputs <mlprodict.npy.xop.OnnxOperatorTuple.find_named_inputs>`                                                                        | OnnxOperatorTuple                        | Returns all inputs to the graph.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_schema <mlprodict.npy.xop.OnnxExisting.find_schema>`                                                                                         | OnnxExisting                             | Checks if there is an existing schema for a specific version.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_schema <mlprodict.npy.xop.OnnxOperator.find_schema>`                                                                                         | OnnxOperator                             | Checks if there is an existing schema for a specific version.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`find_schema <mlprodict.npy.xop.OnnxOperatorFunction.find_schema>`                                                                                 | OnnxOperatorFunction                     | Checks if there is an existing schema for a specific version.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_pipeline.OnnxPipeline.fit>`                                                                                            | OnnxPipeline                             | Fits the model, fits all the transforms one after the other and transform the data, then fit the transformed ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.fit>`                                                                                   | OnnxSpeedupClassifier                    | Trains based estimator.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.fit>`                                                                                      | OnnxSpeedupCluster                       | Trains based estimator.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.fit>`                                                                                    | OnnxSpeedupRegressor                     | Trains based estimator.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.fit>`                                                                                  | OnnxSpeedupTransformer                   | Trains based estimator.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.fit>`                                                                                | _OnnxPipelineStepSpeedup                 | Fits the estimator, converts to ONNX.                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_tokenizer.GPT2TokenizerTransformer.fit>`                                                                               | GPT2TokenizerTransformer                 | The model is not trains this method is still needed to set the instance up and ready to transform.                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_tokenizer.SentencePieceTokenizerTransformer.fit>`                                                                      | SentencePieceTokenizerTransformer        | The model is not trains this method is still needed to set the instance up and ready to transform.                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit <mlprodict.sklapi.onnx_transformer.OnnxTransformer.fit>`                                                                                      | OnnxTransformer                          | Loads the :epkg:`ONNX` model.                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fit_transform <mlprodict.sklapi.onnx_transformer.OnnxTransformer.fit_transform>`                                                                  | OnnxTransformer                          | Loads the *ONNX* model and runs the predictions.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`flatten <mlprodict.npy.onnx_variable.OnnxVar.flatten>`                                                                                            | OnnxVar                                  | Flattens a matrix (see :epkg:`numpy:ndarray:flatten`).                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`format_value <mlprodict.grammar.grammar_sklearn.grammar.api_extension.AutoType.format_value>`                                                     | AutoType                                 | Exports into any format. The method is looking for one method call '_export_<lang>' and calls it if found. ...                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`g <mlprodict.onnxrt.ops_cpu.op_gru.CommonGRU.g>`                                                                                                  | CommonGRU                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`g <mlprodict.onnxrt.ops_cpu.op_gru.GRU.g>`                                                                                                        | GRU                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`g <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM.g>`                                                                                                | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`g <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM.g>`                                                                                                      | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`generic_visit <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.generic_visit>`                                          | CodeNodeVisitor                          | Overrides ``generic_visit`` to check it is not used.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`generic_visit <mlprodict.testing.verify_code.CodeNodeVisitor.generic_visit>`                                                                      | CodeNodeVisitor                          | Overrides ``generic_visit`` to check it is not used.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`generic_visit_args <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.generic_visit_args>`                                | CodeNodeVisitor                          | Overrides ``generic_visit`` to keep track of the indentation and the node parent. The function will add field ...                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`generic_visit_args <mlprodict.testing.verify_code.CodeNodeVisitor.generic_visit_args>`                                                            | CodeNodeVisitor                          | Overrides ``generic_visit`` to keep track of the indentation and the node parent. The function will add field ...                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.get>`                                                                              | ShapeContainer                           | Returns the value of attribute `resolved_` (method `resolve()` must have been called first).                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_all_constraints <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.get_all_constraints>`                                              | ShapeContainer                           | Gathers all constraints.                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_cache_impl <mlprodict.onnxrt.ops_onnx._op.OpRunExtended.get_cache_impl>`                                                                      | OpRunExtended                            | Returns the cached implementation for key *key*.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_cache_key <mlprodict.onnxrt.ops_onnx._op.OpRunExtended.get_cache_key>`                                                                        | OpRunExtended                            | Returns a key mapped to the corresponding C++ implementation.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_dot_kind <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.get_dot_kind>`                                                             | EinsumSubOp                              | Every matrix multiplication can be either:                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_dtype <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.get_dtype>`                                                                 | Tf2OnnxConvert                           | Returns the type of one node or None if unknown.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_execution_order <mlprodict.onnxrt.onnx_inference.OnnxInference.get_execution_order>`                                                          | OnnxInference                            | This function returns a dictionary `{(kind, name): (order, op)}`, *name* can be a node name or a result name. In ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_impl <mlprodict.onnxrt.ops_onnx.op_conv.Conv.get_impl>`                                                                                       | Conv                                     | Instantiates the C++ implementation and caches it.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_input_names <mlprodict.npy.xop._GraphBuilder.get_input_names>`                                                                                | _GraphBuilder                            | Returns input names for node *node* and inputs *inputs*.                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.get_inputs>`                                                 | InferenceSession2                        | Overwrites method *get_inputs*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs <mlprodict.testing.test_utils.utils_backend_python.OnnxInference2.get_inputs>`                                                         | OnnxInference2                           | onnxruntime API                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs <mlprodict.tools.ort_wrapper.InferenceSession.get_inputs>`                                                                             | InferenceSession                         | Returns input types.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs_outputs <mlprodict.npy.onnx_numpy_annotation.NDArraySameType.get_inputs_outputs>`                                                      | NDArraySameType                          | Returns the list of inputs, outputs.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs_outputs <mlprodict.npy.onnx_numpy_annotation.NDArraySameTypeSameShape.get_inputs_outputs>`                                             | NDArraySameTypeSameShape                 | Returns the list of inputs, outputs.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs_outputs <mlprodict.npy.onnx_numpy_annotation.NDArrayType.get_inputs_outputs>`                                                          | NDArrayType                              | Returns the list of inputs, outputs.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs_outputs <mlprodict.npy.onnx_numpy_annotation.NDArrayTypeSameShape.get_inputs_outputs>`                                                 | NDArrayTypeSameShape                     | Returns the list of inputs, outputs.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_inputs_outputs <mlprodict.npy.onnx_numpy_annotation._NDArrayAlias.get_inputs_outputs>`                                                        | _NDArrayAlias                            | Returns the list of inputs, outputs.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_ir_version <mlprodict.onnx_tools._onnx_check_model.CheckerContext.get_ir_version>`                                                            | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_local_inputs <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.get_local_inputs>`                                                       | OnnxInferenceNode                        | Returns any local input used by this node in a subgraph defined as an attribute and not declared as an input of ...                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_model_dir <mlprodict.onnx_tools._onnx_check_model.CheckerContext.get_model_dir>`                                                              | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_name <mlprodict.npy.xop_variable.NodeResultName.get_name>`                                                                                    | NodeResultName                           | Returns a name from output_names or a suggestion for a name.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_new_name <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.get_new_name>`                                                            | ShapeContainer                           | Returns a variable name when a dimension is not specified.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_node_by_name <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.get_node_by_name>`                                                   | Tf2OnnxConvert                           | Retrieves a node by its name.                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_objective <mlprodict.onnx_conv.operator_converters.parse_lightgbm.WrappedLightGbmBooster.get_objective>`                                      | WrappedLightGbmBooster                   | Returns the objective.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_opset_imports <mlprodict.onnx_tools._onnx_check_model.CheckerContext.get_opset_imports>`                                                      | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_output_result <mlprodict.npy.xop.OnnxExisting.get_output_result>`                                                                             | OnnxExisting                             | Returns the output name at position *i*.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_output_result <mlprodict.npy.xop.OnnxOperator.get_output_result>`                                                                             | OnnxOperator                             | Returns the output name at position *i*.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_output_result <mlprodict.npy.xop.OnnxOperatorFunction.get_output_result>`                                                                     | OnnxOperatorFunction                     | Returns the output name at position *i*.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_output_result <mlprodict.npy.xop.OnnxOperatorItem.get_output_result>`                                                                         | OnnxOperatorItem                         | Returns the output name at position *i*.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_outputs <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.get_outputs>`                                               | InferenceSession2                        | Overwrites method *get_outputs*.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_outputs <mlprodict.testing.test_utils.utils_backend_python.OnnxInference2.get_outputs>`                                                       | OnnxInference2                           | onnxruntime API                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_outputs <mlprodict.tools.ort_wrapper.InferenceSession.get_outputs>`                                                                           | InferenceSession                         | Returns output types.                                                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_profiling <mlprodict.onnxrt.onnx_inference.OnnxInference.get_profiling>`                                                                      | OnnxInference                            | Returns the profiling after a couple of execution.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_profiling <mlprodict.onnxrt.ops_whole.session.OnnxWholeSession.get_profiling>`                                                                | OnnxWholeSession                         | Returns the profiling informations.                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_schema <mlprodict.onnx_tools._onnx_check_model.CheckerContextDefaultRegistry.get_schema>`                                                     | CheckerContextDefaultRegistry            | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_schema_registry <mlprodict.onnx_tools._onnx_check_model.CheckerContext.get_schema_registry>`                                                  | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_shape <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.get_shape>`                                                                 | Tf2OnnxConvert                           | Returns the type of one node or None if unknown.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_unique_name <mlprodict.npy.xop._GraphBuilder.get_unique_name>`                                                                                | _GraphBuilder                            | Returns a unique name to name an output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`get_unique_output_name <mlprodict.npy.xop._GraphBuilder.get_unique_output_name>`                                                                  | _GraphBuilder                            | Returns a unique output_name for a NodeResultName.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`global_index <mlprodict.onnxrt.onnx_inference.OnnxInference.global_index>`                                                                        | OnnxInference                            | Maps every name to one integer to avoid using dictionaries when running the predictions.                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLAction.graph_execution>`                                                    | MLAction                                 | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionBinary.graph_execution>`                                              | MLActionBinary                           | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCast.graph_execution>`                                                | MLActionCast                             | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionConcat.graph_execution>`                                              | MLActionConcat                           | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionCst.graph_execution>`                                                 | MLActionCst                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunction.graph_execution>`                                            | MLActionFunction                         | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionFunctionCall.graph_execution>`                                        | MLActionFunctionCall                     | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionIfElse.graph_execution>`                                              | MLActionIfElse                           | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionReturn.graph_execution>`                                              | MLActionReturn                           | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionUnary.graph_execution>`                                               | MLActionUnary                            | Returns a formated string which retruns the outputs.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`graph_execution <mlprodict.grammar.grammar_sklearn.grammar.gactions.MLActionVar.graph_execution>`                                                 | MLActionVar                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`h <mlprodict.onnxrt.ops_cpu.op_lstm.CommonLSTM.h>`                                                                                                | CommonLSTM                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`h <mlprodict.onnxrt.ops_cpu.op_lstm.LSTM.h>`                                                                                                      | LSTM                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`has_cache_key <mlprodict.onnxrt.ops_onnx._op.OpRunExtended.has_cache_key>`                                                                        | OpRunExtended                            | Tells if a key belongs to the cache.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`indent <mlprodict.npy.xop._WrapperLogger.indent>`                                                                                                 | _WrapperLogger                           | indent                                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`indent <mlprodict.npy.xop._WrapperPrint.indent>`                                                                                                  | _WrapperPrint                            | indent                                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`infer_shapes <mlprodict.onnxrt.onnx_inference.OnnxInference.infer_shapes>`                                                                        | OnnxInference                            | Computes expected shapes.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`is_compatible <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.is_compatible>`                                                                | ShapeResult                              | Tells if this shape is compatible with the given tuple.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`is_main_graph <mlprodict.onnx_tools._onnx_check_model.CheckerContext.is_main_graph>`                                                              | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`is_named <mlprodict.npy.xop_variable.Variable.is_named>`                                                                                          | Variable                                 | Tells the variable is named like that.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`is_random <mlprodict.testing.onnx_backend.OnnxBackendTest.is_random>`                                                                             | OnnxBackendTest                          | Tells if a test is random or not.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`items <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.items>`                                                                                | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`keys <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.keys>`                                                                                  | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_const <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.make_const>`                                                               | Tf2OnnxConvert                           | Make a new constants in the graph.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_model <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.make_model>`                                                               | Tf2OnnxConvert                           | Produces the new ONNX graph with the updated sets of nodes.                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_msg <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.make_msg>`                                                    | CodeNodeVisitor                          | Displays line and column information into a string.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_msg <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator.make_msg>`                                                             | OnnxTranslator                           | Make a message with line and column information.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_node <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.make_node>`                                                                 | Tf2OnnxConvert                           | Adds a node to the list of nodes.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_numpy_code <mlprodict.onnx_tools.exports.numpy_helper.NumpyCode.make_numpy_code>`                                                            | NumpyCode                                | Main method, returns the python code for a given operator.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_slice <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder.make_slice>`                                                                 | GraphBuilder                             | slice changes its schema at opset 10: it treats some attributes as dynamic input so this function has to process ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_squeeze <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder.make_squeeze>`                                                             | GraphBuilder                             | Squeeze changes its schema at opset 13: it treats axes as a dynamic input kwargs: key could be ["data", "axes"]. ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_unsqueeze <mlprodict.onnx_tools.exports.tf2onnx_helper.GraphBuilder.make_unsqueeze>`                                                         | GraphBuilder                             | Unsqueeze changes its schema at opset 13: it treats axes as a dynamic input kwargs: key could be ["data", "axes"]. ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`make_value_info <mlprodict.npy.xop_variable.Variable.make_value_info>`                                                                            | Variable                                 | Converts the variable into `onnx.ValueInfoProto`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`mark <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.mark>`                                                                        | GraphEinsumSubOp                         | Marks one input or result as an intermediate result after a full einsum step.                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`mark_last_node <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.mark_last_node>`                                                    | GraphEinsumSubOp                         | Marks the last node as the final output.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`merge <mlprodict.onnxrt.ops_shape.shape_result.ShapeConstraint.merge>`                                                                            | ShapeConstraint                          | Merges this constraint with *cst* into this one.                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`merge <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.merge>`                                                                                | ShapeResult                              | Merges constraints from *other_results* into *self*.                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`n_dims <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.n_dims>`                                                                              | ShapeResult                              | Returns the number of dimensions if it is a tensor. Raises an exception otherwise.                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpFunction.need_context>`                                                                              | OpFunction                               | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRun.need_context>`                                                                                   | OpRun                                    | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunArg.need_context>`                                                                                | OpRunArg                                 | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.need_context>`                                                                             | OpRunBinary                              | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.need_context>`                                                                   | OpRunBinaryComparison                    | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.need_context>`                                                                          | OpRunBinaryNum                           | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.need_context>`                                                                        | OpRunBinaryNumpy                         | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.need_context>`                                                                     | OpRunClassifierProb                      | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.need_context>`                                                                             | OpRunCustom                              | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.need_context>`                                                                        | OpRunReduceNumpy                         | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.need_context>`                                                                              | OpRunUnary                               | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.need_context>`                                                                           | OpRunUnaryNum                            | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu.op_expression.Expression.need_context>`                                                                    | Expression                               | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu.op_if.If.need_context>`                                                                                    | If                                       | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_cpu.op_loop.Loop.need_context>`                                                                                | Loop                                     | The operator Loop needs to know all results produced so far as the loop may silently access one of them. ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty.need_context>`                                                                        | OpRunOnnxEmpty                           | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`need_context <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime.need_context>`                                                                | OpRunOnnxRuntime                         | Tells the runtime if this node needs the context (all the results produced so far) as it may silently access ...                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`not_ <mlprodict.npy.onnx_variable.OnnxVar.not_>`                                                                                                  | OnnxVar                                  | Not.                                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`not_ <mlprodict.npy.xop.OnnxExisting.not_>`                                                                                                       | OnnxExisting                             | Automatically adds operator `OnnxNot` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`not_ <mlprodict.npy.xop.OnnxOperator.not_>`                                                                                                       | OnnxOperator                             | Automatically adds operator `OnnxNot` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`not_ <mlprodict.npy.xop.OnnxOperatorFunction.not_>`                                                                                               | OnnxOperatorFunction                     | Automatically adds operator `OnnxNot` to the graph.                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`num_inputs_allowed <mlprodict.onnx_tools._onnx_check_model.Schema.num_inputs_allowed>`                                                            | Schema                                   | Not implemented yet.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`num_outputs_allowed <mlprodict.onnx_tools._onnx_check_model.Schema.num_outputs_allowed>`                                                          | Schema                                   | Not implemented yet.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.onnx_converter>`                                                             | OnnxSpeedupClassifier                    | Returns a converter for this transform.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.onnx_converter>`                                                                | OnnxSpeedupCluster                       | Returns a converter for this transform.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.onnx_converter>`                                                              | OnnxSpeedupRegressor                     | Returns a converter for this transform.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.onnx_converter>`                                                            | OnnxSpeedupTransformer                   | Returns a converter for this transform.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.onnx_converter>`                                                          | _OnnxPipelineStepSpeedup                 | Returns a converter for this transform.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_converter <mlprodict.sklapi.onnx_transformer.OnnxTransformer.onnx_converter>`                                                                | OnnxTransformer                          | Returns a converter for this model. If not overloaded, it fetches the converter mapped to the first *scikit-learn* ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.onnx_parser>`                                                                   | OnnxSpeedupClassifier                    | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.onnx_parser>`                                                                      | OnnxSpeedupCluster                       | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.onnx_parser>`                                                                    | OnnxSpeedupRegressor                     | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.onnx_parser>`                                                                  | OnnxSpeedupTransformer                   | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.onnx_parser>`                                                                | _OnnxPipelineStepSpeedup                 | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_parser <mlprodict.sklapi.onnx_transformer.OnnxTransformer.onnx_parser>`                                                                      | OnnxTransformer                          | Returns a parser for this model.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.onnx_shape_calculator>`                                               | OnnxSpeedupClassifier                    | Returns a shape calculator for this transform.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.onnx_shape_calculator>`                                                  | OnnxSpeedupCluster                       | Returns a shape calculator for this transform.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.onnx_shape_calculator>`                                                | OnnxSpeedupRegressor                     | Returns a shape calculator for this transform.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.onnx_shape_calculator>`                                              | OnnxSpeedupTransformer                   | Returns a shape calculator for this transform.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_speed_up._OnnxPipelineStepSpeedup.onnx_shape_calculator>`                                            | _OnnxPipelineStepSpeedup                 | Returns a shape calculator for this transform.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnx_shape_calculator <mlprodict.sklapi.onnx_transformer.OnnxTransformer.onnx_shape_calculator>`                                                  | OnnxTransformer                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`onnxview <mlprodict.nb_helper.OnnxNotebook.onnxview>`                                                                                             | OnnxNotebook                             | Defines ``%onnxview`` which displays an :epkg:`ONNX` graph.                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`or_ <mlprodict.npy.xop.OnnxExisting.or_>`                                                                                                         | OnnxExisting                             | Automatically adds operator `OnnxOr` to the graph.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`or_ <mlprodict.npy.xop.OnnxOperator.or_>`                                                                                                         | OnnxOperator                             | Automatically adds operator `OnnxOr` to the graph.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`or_ <mlprodict.npy.xop.OnnxOperatorFunction.or_>`                                                                                                 | OnnxOperatorFunction                     | Automatically adds operator `OnnxOr` to the graph.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`order <mlprodict.tools.graphs.BiGraph.order>`                                                                                                     | BiGraph                                  | Order nodes. Depth first. Returns a sequence of keys of mixed *v1*, *v2*.                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`order_vertices <mlprodict.tools.graphs.BiGraph.order_vertices>`                                                                                   | BiGraph                                  | Orders the vertices from the input to the output.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.peakmem_predict>`                                                  | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.peakmem_predict>`                                        | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.peakmem_predict>`                                | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.peakmem_predict>`                                        | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.peakmem_predict>`                                   | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.peakmem_predict>`                                           | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.peakmem_predict>`                                         | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.peakmem_predict>`                                | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.peakmem_predict>`                                         | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`peakmem_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.peakmem_predict>`                                 | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`populate <mlprodict.npy.xop._StaticVariables.populate>`                                                                                           | _StaticVariables                         | Populates static variables.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predecessors <mlprodict.npy.xop.OnnxExisting.predecessors>`                                                                                       | OnnxExisting                             | Returns the list of predecessors.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predecessors <mlprodict.npy.xop.OnnxOperator.predecessors>`                                                                                       | OnnxOperator                             | Returns the list of predecessors.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predecessors <mlprodict.npy.xop.OnnxOperatorFunction.predecessors>`                                                                               | OnnxOperatorFunction                     | Returns the list of predecessors.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.predict>`                                                                           | OnnxSpeedupClassifier                    | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.predict>`                                                                              | OnnxSpeedupCluster                       | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.predict>`                                                                            | OnnxSpeedupRegressor                     | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`predict_proba <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.predict_proba>`                                                               | OnnxSpeedupClassifier                    | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`preprocess_parameters <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.preprocess_parameters>`                                             | OnnxInferenceNode                        | Preprocesses the parameters, loads *GraphProto* (equivalent to :epkg:`ONNX` graph with less metadata).                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`print_tree <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.print_tree>`                                                | CodeNodeVisitor                          | Displays the tree of instructions.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`print_tree <mlprodict.testing.verify_code.CodeNodeVisitor.print_tree>`                                                                            | CodeNodeVisitor                          | Displays the tree of instructions.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`push <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.push>`                                                            | CodeNodeVisitor                          | Pushes an element into a list.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`push <mlprodict.testing.verify_code.CodeNodeVisitor.push>`                                                                                        | CodeNodeVisitor                          | Pushes an element into a list.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.raw_predict>`                                                                   | OnnxSpeedupClassifier                    | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.raw_predict>`                                                                      | OnnxSpeedupCluster                       | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_predict <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupRegressor.raw_predict>`                                                                    | OnnxSpeedupRegressor                     | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_predict_proba <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupClassifier.raw_predict_proba>`                                                       | OnnxSpeedupClassifier                    | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_transform <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.raw_transform>`                                                                  | OnnxSpeedupCluster                       | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`raw_transform <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.raw_transform>`                                                              | OnnxSpeedupTransformer                   | Transforms with *scikit-learn*.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`reduce_size <mlprodict.onnxrt.onnx_inference.OnnxInference.reduce_size>`                                                                          | OnnxInference                            | Reduces the memory footprint as much as possible.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`remove <mlprodict.onnx_tools.onnx_manipulations._inline_mapping.remove>`                                                                          | _inline_mapping                          | Removes one element.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`remove_duplicate_transpose <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.remove_duplicate_transpose>`                            | GraphEinsumSubOp                         | Removes consecutive transpose by merging them.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`remove_node <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.remove_node>`                                                             | Tf2OnnxConvert                           | Removes a node name from the list.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`replace_all_inputs <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.replace_all_inputs>`                                               | Tf2OnnxConvert                           | Every taking *old_name* as inputs will take *new_name* instead. Looks in the output as well but in that case, it ...                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`reserve_name <mlprodict.npy.xop._GraphBuilder.reserve_name>`                                                                                      | _GraphBuilder                            | Reserves a name so that it cannot be changed.                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`reserve_names <mlprodict.npy.xop._GraphBuilder.reserve_names>`                                                                                    | _GraphBuilder                            | Adds names to the list of reserved names. All must be unique.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`reshape <mlprodict.npy.onnx_variable.OnnxVar.reshape>`                                                                                            | OnnxVar                                  | Reshape                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`resolve <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.resolve>`                                                                      | ShapeContainer                           | Resolves all constraints. It adds the attribute `resolved_`.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`resolve <mlprodict.onnxrt.ops_shape.shape_result.ShapeResult.resolve>`                                                                            | ShapeResult                              | Results variables in a shape using values stored in *variables*. It does not copy any constraints.                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.npy.xop.OnnxExisting.run>`                                                                                                         | OnnxExisting                             | Other name for `OnnxInference.f <mlprodict.onnxrt.onnx_inference.OnnxInference.f>`_.                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.npy.xop.OnnxOperator.run>`                                                                                                         | OnnxOperator                             | Other name for `OnnxInference.f <mlprodict.onnxrt.onnx_inference.OnnxInference.f>`_.                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.npy.xop.OnnxOperatorFunction.run>`                                                                                                 | OnnxOperatorFunction                     | Other name for `OnnxInference.f <mlprodict.onnxrt.onnx_inference.OnnxInference.f>`_.                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnx_tools.exports.tf2onnx_helper.Tf2OnnxConvert.run>`                                                                             | Tf2OnnxConvert                           | Calls the registered converters on the graph held by this instance. Returns the new onnx graph.                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.backend.OnnxInferenceBackendRep.run>`                                                                                       | OnnxInferenceBackendRep                  | Computes the prediction. See @see meth OnnxInference.run.                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.backend._CombineModels.run>`                                                                                                | _CombineModels                           | Runs shape inferance and onnx inference.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.onnx_inference.OnnxInference.run>`                                                                                          | OnnxInference                            | Computes the predictions for this :epkg:`onnx` graph.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.run>`                                                                                 | OnnxInferenceNode                        | Runs the node. The function updates values with outputs.                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.onnx_micro_runtime.OnnxMicroRuntime.run>`                                                                                   | OnnxMicroRuntime                         | Computes the outputs of the graph.                                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.onnx_shape_inference.OnnxShapeInference.run>`                                                                               | OnnxShapeInference                       | Runs shape inference and type given known inputs.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpFunction.run>`                                                                                                | OpFunction                               | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRun.run>`                                                                                                     | OpRun                                    | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunArg.run>`                                                                                                  | OpRunArg                                 | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.run>`                                                                                               | OpRunBinary                              | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.run>`                                                                                     | OpRunBinaryComparison                    | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.run>`                                                                                            | OpRunBinaryNum                           | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.run>`                                                                                          | OpRunBinaryNumpy                         | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.run>`                                                                                       | OpRunClassifierProb                      | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.run>`                                                                                               | OpRunCustom                              | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.run>`                                                                                          | OpRunReduceNumpy                         | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.run>`                                                                                                | OpRunUnary                               | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.run>`                                                                                             | OpRunUnaryNum                            | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.run>`                                                                                               | Clip_11                                  | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.run>`                                                                                               | Clip_11                                  | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_max.Max.run>`                                                                                                    | Max                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_min.Min.run>`                                                                                                    | Min                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13.run>`                                                                                    | ReduceSum_13                             | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_cpu.op_reduce_sum.ReduceSum_13.run>`                                                                                    | ReduceSum_13                             | Calls method ``_run``.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_empty._op.OpRunOnnxEmpty.run>`                                                                                          | OpRunOnnxEmpty                           | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_onnxruntime._op.OpRunOnnxRuntime.run>`                                                                                  | OpRunOnnxRuntime                         | Should be overwritten.                                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.ops_whole.session.OnnxWholeSession.run>`                                                                                    | OnnxWholeSession                         | Computes the predictions.                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.onnxrt.validate.validate_benchmark_replay.SimplifiedOnnxInference.run>`                                                            | SimplifiedOnnxInference                  | Calls InferenceSession.run.                                                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.testing.onnx_backend.OnnxBackendTest.run>`                                                                                         | OnnxBackendTest                          | Executes a tests or all tests if index is None. The function crashes if the tests fails.                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.run>`                                                               | InferenceSession2                        | Overwrites method *run*.                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.testing.test_utils.utils_backend_python.OnnxInference2.run>`                                                                       | OnnxInference2                           | onnxruntime API                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run <mlprodict.tools.ort_wrapper.InferenceSession.run>`                                                                                           | InferenceSession                         | Executes the ONNX graph.                                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run2onnx <mlprodict.onnxrt.onnx_inference.OnnxInference.run2onnx>`                                                                                | OnnxInference                            | Executes the graphs with the given inputs, then adds the intermediate results into ONNX nodes in the original graph. ...                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`run_in_scan <mlprodict.testing.test_utils.utils_backend_python.OnnxInference2.run_in_scan>`                                                       | OnnxInference2                           | Instance to run in operator scan.                                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.runtime_name>`                                                        | _CommonAsvSklBenchmark                   | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.runtime_name>`                                              | _CommonAsvSklBenchmarkClassifier         | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.runtime_name>`                                      | _CommonAsvSklBenchmarkClassifierRawScore | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.runtime_name>`                                              | _CommonAsvSklBenchmarkClustering         | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.runtime_name>`                                         | _CommonAsvSklBenchmarkMultiClassifier    | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.runtime_name>`                                                 | _CommonAsvSklBenchmarkOutlier            | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.runtime_name>`                                               | _CommonAsvSklBenchmarkRegressor          | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.runtime_name>`                                      | _CommonAsvSklBenchmarkTrainableTransform | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.runtime_name>`                                               | _CommonAsvSklBenchmarkTransform          | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`runtime_name <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.runtime_name>`                                       | _CommonAsvSklBenchmarkTransformPositive  | Returns the runtime shortname.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_ir_version <mlprodict.onnx_tools._onnx_check_model.CheckerContext.set_ir_version>`                                                            | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_is_main_graph <mlprodict.onnx_tools._onnx_check_model.CheckerContext.set_is_main_graph>`                                                      | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_model_dir <mlprodict.onnx_tools._onnx_check_model.CheckerContext.set_model_dir>`                                                              | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_onnx_name <mlprodict.npy.onnx_variable.OnnxVar.set_onnx_name>`                                                                                | OnnxVar                                  | Forces this variable to get this name during                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_opset_imports <mlprodict.onnx_tools._onnx_check_model.CheckerContext.set_opset_imports>`                                                      | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_order <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.set_order>`                                                                     | OnnxInferenceNode                        | Defines the order of execution.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`set_schema_registry <mlprodict.onnx_tools._onnx_check_model.CheckerContext.set_schema_registry>`                                                  | CheckerContext                           | Accessor.                                                                                                                                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.setup>`                                                                      | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.setup>`                                                            | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.setup>`                                                    | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.setup>`                                                            | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.setup>`                                                       | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.setup>`                                                               | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.setup>`                                                             | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.setup>`                                                    | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.setup>`                                                             | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.setup>`                                                     | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.setup_cache>`                                                          | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.setup_cache>`                                                | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.setup_cache>`                                        | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.setup_cache>`                                                | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.setup_cache>`                                           | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.setup_cache>`                                                   | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.setup_cache>`                                                 | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.setup_cache>`                                        | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.setup_cache>`                                                 | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.setup_cache>`                                         | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_classifier.TemplateBenchmarkClassifier.setup_cache>`                                      | TemplateBenchmarkClassifier              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_classifier_raw_scores.TemplateBenchmarkClassifierRawScore.setup_cache>`                   | TemplateBenchmarkClassifierRawScore      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_clustering.TemplateBenchmarkClustering.setup_cache>`                                      | TemplateBenchmarkClustering              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_multi_classifier.TemplateBenchmarkMultiClassifier.setup_cache>`                           | TemplateBenchmarkMultiClassifier         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_outlier.TemplateBenchmarkOutlier.setup_cache>`                                            | TemplateBenchmarkOutlier                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_regressor.TemplateBenchmarkRegressor.setup_cache>`                                        | TemplateBenchmarkRegressor               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_trainable_transform.TemplateBenchmarkTrainableTransform.setup_cache>`                     | TemplateBenchmarkTrainableTransform      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_transform.TemplateBenchmarkTransform.setup_cache>`                                        | TemplateBenchmarkTransform               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_transform_positive.TemplateBenchmarkTransformPositive.setup_cache>`                       | TemplateBenchmarkTransformPositive       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`setup_runtime <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.setup_runtime>`                                                             | OnnxInferenceNode                        | Loads runtime.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_calculator <mlprodict.npy.onnx_numpy_annotation.NDArraySameType.shape_calculator>`                                                          | NDArraySameType                          | Returns expected dimensions given the input dimensions.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_calculator <mlprodict.npy.onnx_numpy_annotation.NDArraySameTypeSameShape.shape_calculator>`                                                 | NDArraySameTypeSameShape                 | Returns expected dimensions given the input dimensions.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_calculator <mlprodict.npy.onnx_numpy_annotation.NDArrayType.shape_calculator>`                                                              | NDArrayType                              | Returns expected dimensions given the input dimensions.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_calculator <mlprodict.npy.onnx_numpy_annotation.NDArrayTypeSameShape.shape_calculator>`                                                     | NDArrayTypeSameShape                     | Returns expected dimensions given the input dimensions.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_calculator <mlprodict.npy.onnx_numpy_annotation._NDArrayAlias.shape_calculator>`                                                            | _NDArrayAlias                            | Returns expected dimensions given the input dimensions.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`shape_inference <mlprodict.onnxrt.onnx_inference.OnnxInference.shape_inference>`                                                                  | OnnxInference                            | Infers the shape of the outputs with :epkg:`onnx` package.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`simplify_mm_nodes <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.simplify_mm_nodes>`                                              | GraphEinsumSubOp                         | Node name suffixed by `mm` are an artifact to keep the graph consistent while building it. They can now ...                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool.softcast>`                                                               | MLNumTypeBool                            | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32.softcast>`                                                            | MLNumTypeFloat32                         | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64.softcast>`                                                            | MLNumTypeFloat64                         | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32.softcast>`                                                              | MLNumTypeInt32                           | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64.softcast>`                                                              | MLNumTypeInt64                           | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`softcast <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle.softcast>`                                                             | MLNumTypeSingle                          | Exports *value* into this type, does it anyway without verification.                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`strip_accents_unicode <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.strip_accents_unicode>`                                     | StringNormalizer                         | Transforms accentuated unicode symbols into their simple counterpart. Source: `sklearn/feature_extraction/text.py <https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/ feature_extraction/text.py#L115>`_. ... |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`summarize <mlprodict.tools.graphs.BiGraph.summarize>`                                                                                             | BiGraph                                  | Creates a text summary of the graph.                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.onnx_inference.OnnxInference.switch_initializers_dtype>`                                              | OnnxInference                            | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done. Otherwise, the function ...                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.switch_initializers_dtype>`                                     | OnnxInferenceNode                        | Switches all initializers to ``numpy.float64``. This only works if the runtime is ``'python'``.                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpFunction.switch_initializers_dtype>`                                                    | OpFunction                               | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRun.switch_initializers_dtype>`                                                         | OpRun                                    | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunArg.switch_initializers_dtype>`                                                      | OpRunArg                                 | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.switch_initializers_dtype>`                                                   | OpRunBinary                              | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.switch_initializers_dtype>`                                         | OpRunBinaryComparison                    | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.switch_initializers_dtype>`                                                | OpRunBinaryNum                           | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.switch_initializers_dtype>`                                              | OpRunBinaryNumpy                         | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.switch_initializers_dtype>`                                           | OpRunClassifierProb                      | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.switch_initializers_dtype>`                                                   | OpRunCustom                              | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.switch_initializers_dtype>`                                              | OpRunReduceNumpy                         | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.switch_initializers_dtype>`                                                    | OpRunUnary                               | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`switch_initializers_dtype <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.switch_initializers_dtype>`                                                 | OpRunUnaryNum                            | Switches all initializers to ``numpy.float64``. If *model* is None, a simple cast is done.                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`then_do <mlprodict.npy.xop.OnnxExisting.then_do>`                                                                                                 | OnnxExisting                             | Fills attribute *then_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`then_do <mlprodict.npy.xop.OnnxOperator.then_do>`                                                                                                 | OnnxOperator                             | Fills attribute *then_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`then_do <mlprodict.npy.xop.OnnxOperatorFunction.then_do>`                                                                                         | OnnxOperatorFunction                     | Fills attribute *then_branch*.                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`this_graph_has <mlprodict.onnx_tools._onnx_check_model.LexicalScopeContext.this_graph_has>`                                                       | LexicalScopeContext                      | Checks the context includes a specific name.                                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`this_or_ancestor_graph_has <mlprodict.onnx_tools._onnx_check_model.LexicalScopeContext.this_or_ancestor_graph_has>`                               | LexicalScopeContext                      | Checks the context and its ancestor includes a specific name.                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.time_predict>`                                                        | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.time_predict>`                                              | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.time_predict>`                                      | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.time_predict>`                                              | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.time_predict>`                                         | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.time_predict>`                                                 | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.time_predict>`                                               | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.time_predict>`                                      | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.time_predict>`                                               | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`time_predict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.time_predict>`                                       | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_algebra <mlprodict.npy.numpy_onnx_impl_body.AttributeGraph.to_algebra>`                                                                        | AttributeGraph                           | Converts the variable into an operator.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_algebra <mlprodict.npy.numpy_onnx_impl_body.OnnxVarGraph.to_algebra>`                                                                          | OnnxVarGraph                             | Converts the variable into an operator.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_algebra <mlprodict.npy.numpy_onnx_impl_body.if_then_else.to_algebra>`                                                                          | if_then_else                             | Converts the variable into an operator.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_algebra <mlprodict.npy.onnx_variable.MultiOnnxVar.to_algebra>`                                                                                 | MultiOnnxVar                             | Converts the variable into an operator.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_algebra <mlprodict.npy.onnx_variable.OnnxVar.to_algebra>`                                                                                      | OnnxVar                                  | Converts the variable into an operator.                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_dot <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.to_dot>`                                                                      | OnnxInferenceExport                      | Produces a :epkg:`DOT` language string for the graph.                                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_dot <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.to_dot>`                                                                    | GraphEinsumSubOp                         | Produces a graph in :epkg:`dot`.                                                                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_json <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.to_json>`                                                                    | OnnxInferenceExport                      | Converts an :epkg:`ONNX` model into :epkg:`JSON`.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.onnx_numpy_compiler.OnnxNumpyCompiler.to_onnx>`                                                                            | OnnxNumpyCompiler                        | Returns the ONNX graph for the wrapped function. It takes additional arguments to distinguish between multiple graphs. ...                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy.to_onnx>`                                                                             | wrapper_onnxnumpy                        | Returns the ONNX graph for the wrapped function. It takes additional arguments to distinguish between multiple graphs. ...                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.onnx_numpy_wrapper.wrapper_onnxnumpy_np.to_onnx>`                                                                          | wrapper_onnxnumpy_np                     | Returns the ONNX graph for the wrapped function. It takes additional arguments to distinguish between multiple graphs. ...                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.xop.OnnxExisting.to_onnx>`                                                                                                 | OnnxExisting                             | Converts this operator into an ONNX graph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.xop.OnnxOperator.to_onnx>`                                                                                                 | OnnxOperator                             | Converts this operator into an ONNX graph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.xop.OnnxOperatorFunction.to_onnx>`                                                                                         | OnnxOperatorFunction                     | Converts this operator into an ONNX graph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.xop.OnnxOperatorTuple.to_onnx>`                                                                                            | OnnxOperatorTuple                        | Converts this operator into an ONNX graph. It follows the same signature as :meth:`OnnxOperator.to_onnx <mlprodict.npy.xop.OnnxOperator.to_onnx>` ...                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.npy.xop._GraphBuilder.to_onnx>`                                                                                                | _GraphBuilder                            | Converts this operator into an ONNX graph.                                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.testing.einsum.einsum_impl_classes.EinsumSubOp.to_onnx>`                                                                       | EinsumSubOp                              | Converts this node into ONNX. Enumerates all ONNX node which participate to the conversion. The last one ...                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx <mlprodict.testing.einsum.einsum_impl_classes.GraphEinsumSubOp.to_onnx>`                                                                  | GraphEinsumSubOp                         | Converts the graph into ONNX.                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_code <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.to_onnx_code>`                                                          | OnnxInferenceExport                      | Exports the ONNX graph into an :epkg:`onnx` code which replicates it.                                                                                                                                                        |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_this <mlprodict.npy.xop.OnnxExisting.to_onnx_this>`                                                                                       | OnnxExisting                             | Returns a simple ONNX graph corresponding to this node.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_this <mlprodict.npy.xop.OnnxOperator.to_onnx_this>`                                                                                       | OnnxOperator                             | Returns a simple ONNX graph corresponding to this node.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_this <mlprodict.npy.xop.OnnxOperatorFunction.to_onnx_this>`                                                                               | OnnxOperatorFunction                     | Returns a simple ONNX graph corresponding to this node.                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_this <mlprodict.npy.xop_convert.OnnxSubEstimator.to_onnx_this>`                                                                           | OnnxSubEstimator                         | Returns the ONNX graph.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_onnx_this <mlprodict.npy.xop_convert.OnnxSubOnnx.to_onnx_this>`                                                                                | OnnxSubOnnx                              | Returns the ONNX graph.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.to_python>`                                                                | OnnxInferenceExport                      | Converts the ONNX runtime into independant python code. The function creates multiple files starting with ...                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.onnx_inference_node.OnnxInferenceNode.to_python>`                                                                     | OnnxInferenceNode                        | Returns a python code for this operator.                                                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpFunction.to_python>`                                                                                    | OpFunction                               | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRun.to_python>`                                                                                         | OpRun                                    | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunArg.to_python>`                                                                                      | OpRunArg                                 | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunBinary.to_python>`                                                                                   | OpRunBinary                              | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryComparison.to_python>`                                                                         | OpRunBinaryComparison                    | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNum.to_python>`                                                                                | OpRunBinaryNum                           | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunBinaryNumpy.to_python>`                                                                              | OpRunBinaryNumpy                         | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunClassifierProb.to_python>`                                                                           | OpRunClassifierProb                      | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunCustom.to_python>`                                                                                   | OpRunCustom                              | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunReduceNumpy.to_python>`                                                                              | OpRunReduceNumpy                         | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunUnary.to_python>`                                                                                    | OpRunUnary                               | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu._op.OpRunUnaryNum.to_python>`                                                                                 | OpRunUnaryNum                            | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_abs.Abs.to_python>`                                                                                        | Abs                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_acos.Acos.to_python>`                                                                                      | Acos                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_acosh.Acosh.to_python>`                                                                                    | Acosh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_and.And.to_python>`                                                                                        | And                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_11.to_python>`                                                                               | ArgMax_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12.to_python>`                                                                               | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmax.ArgMax_12.to_python>`                                                                               | ArgMax_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmax._ArgMax.to_python>`                                                                                 | _ArgMax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_11.to_python>`                                                                               | ArgMin_11                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12.to_python>`                                                                               | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12.to_python>`                                                                               | ArgMin_12                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_asin.Asin.to_python>`                                                                                      | Asin                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_asinh.Asinh.to_python>`                                                                                    | Asinh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_atan.Atan.to_python>`                                                                                      | Atan                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_atanh.Atanh.to_python>`                                                                                    | Atanh                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_cdist.CDist.to_python>`                                                                                    | CDist                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_ceil.Ceil.to_python>`                                                                                      | Ceil                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_celu.Celu.to_python>`                                                                                      | Celu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.to_python>`                                                                                   | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_clip.Clip_11.to_python>`                                                                                   | Clip_11                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_clip.Clip_6.to_python>`                                                                                    | Clip_6                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_complex_abs.ComplexAbs.to_python>`                                                                         | ComplexAbs                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_compress.Compress.to_python>`                                                                              | Compress                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_concat.Concat.to_python>`                                                                                  | Concat                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_constant_of_shape.ConstantOfShape.to_python>`                                                              | ConstantOfShape                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_cos.Cos.to_python>`                                                                                        | Cos                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_cosh.Cosh.to_python>`                                                                                      | Cosh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_cum_sum.CumSum.to_python>`                                                                                 | CumSum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_debug.DEBUG.to_python>`                                                                                    | DEBUG                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_det.Det.to_python>`                                                                                        | Det                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_einsum.Einsum.to_python>`                                                                                  | Einsum                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_elu.Elu.to_python>`                                                                                        | Elu                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_equal.Equal.to_python>`                                                                                    | Equal                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_erf.Erf.to_python>`                                                                                        | Erf                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_exp.Exp.to_python>`                                                                                        | Exp                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_eyelike.EyeLike.to_python>`                                                                                | EyeLike                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_fft.FFT.to_python>`                                                                                        | FFT                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_fft2d.FFT2D.to_python>`                                                                                    | FFT2D                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_flatten.Flatten.to_python>`                                                                                | Flatten                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_floor.Floor.to_python>`                                                                                    | Floor                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_gather_elements.GatherElements.to_python>`                                                                 | GatherElements                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_greater.Greater.to_python>`                                                                                | Greater                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_greater.GreaterOrEqual.to_python>`                                                                         | GreaterOrEqual                           |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_hard_sigmoid.HardSigmoid.to_python>`                                                                       | HardSigmoid                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_hardmax.Hardmax.to_python>`                                                                                | Hardmax                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_identity.Identity.to_python>`                                                                              | Identity                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_inverse.Inverse.to_python>`                                                                                | Inverse                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_isinf.IsInf.to_python>`                                                                                    | IsInf                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_isnan.IsNaN.to_python>`                                                                                    | IsNaN                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_leaky_relu.LeakyRelu.to_python>`                                                                           | LeakyRelu                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_less.Less.to_python>`                                                                                      | Less                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_less.LessOrEqual.to_python>`                                                                               | LessOrEqual                              |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_log.Log.to_python>`                                                                                        | Log                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_log_softmax.LogSoftmax.to_python>`                                                                         | LogSoftmax                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_matmul.MatMul.to_python>`                                                                                  | MatMul                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_mod.Mod.to_python>`                                                                                        | Mod                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_neg.Neg.to_python>`                                                                                        | Neg                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_not.Not.to_python>`                                                                                        | Not                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_or.Or.to_python>`                                                                                          | Or                                       |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_pow.Pow.to_python>`                                                                                        | Pow                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_prelu.PRelu.to_python>`                                                                                    | PRelu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_random.Bernoulli.to_python>`                                                                               | Bernoulli                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_random.RandomNormal.to_python>`                                                                            | RandomNormal                             |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_random.RandomNormalLike.to_python>`                                                                        | RandomNormalLike                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_random.RandomUniform.to_python>`                                                                           | RandomUniform                            |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_random.RandomUniformLike.to_python>`                                                                       | RandomUniformLike                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_reciprocal.Reciprocal.to_python>`                                                                          | Reciprocal                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_relu.Relu.to_python>`                                                                                      | Relu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_relu.ThresholdedRelu.to_python>`                                                                           | ThresholdedRelu                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_rfft.RFFT.to_python>`                                                                                      | RFFT                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_round.Round.to_python>`                                                                                    | Round                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_selu.Selu.to_python>`                                                                                      | Selu                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_shrink.Shrink.to_python>`                                                                                  | Shrink                                   |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sigmoid.Sigmoid.to_python>`                                                                                | Sigmoid                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sign.Sign.to_python>`                                                                                      | Sign                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sin.Sin.to_python>`                                                                                        | Sin                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sinh.Sinh.to_python>`                                                                                      | Sinh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_1.to_python>`                                                                              | Softmax_1                                |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13.to_python>`                                                                             | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softmax.Softmax_13.to_python>`                                                                             | Softmax_13                               |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softmax._Softmax.to_python>`                                                                               | _Softmax                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softplus.Softplus.to_python>`                                                                              | Softplus                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_softsign.Softsign.to_python>`                                                                              | Softsign                                 |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_solve.Solve.to_python>`                                                                                    | Solve                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sqrt.Sqrt.to_python>`                                                                                      | Sqrt                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_sum.Sum.to_python>`                                                                                        | Sum                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_tan.Tan.to_python>`                                                                                        | Tan                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_tanh.Tanh.to_python>`                                                                                      | Tanh                                     |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_transpose.Transpose.to_python>`                                                                            | Transpose                                | Returns a python code equivalent to this operator.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_trilu.Trilu.to_python>`                                                                                    | Trilu                                    |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_xor.Xor.to_python>`                                                                                        | Xor                                      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.onnxrt.ops_cpu.op_yield_op.YieldOp.to_python>`                                                                               | YieldOp                                  |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_python <mlprodict.testing.onnx_backend.OnnxBackendTest.to_python>`                                                                             | OnnxBackendTest                          | Returns a python code equivalent to the ONNX test.                                                                                                                                                                           |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_sequence <mlprodict.onnxrt.onnx_inference.OnnxInference.to_sequence>`                                                                          | OnnxInference                            | Produces a graph to facilitate the execution. One example:                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_skl2onnx <mlprodict.npy.xop_variable.Variable.to_skl2onnx>`                                                                                    | Variable                                 | Converts this instance into an instance of *Variable* from :epkg:`sklearn-onnx`.                                                                                                                                             |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_text <mlprodict.onnxrt.onnx_inference_exports.OnnxInferenceExport.to_text>`                                                                    | OnnxInferenceExport                      | It calls function :func:`onnx2bigraph` to return the ONNX graph as text.                                                                                                                                                     |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`to_text <mlprodict.tools.graphs.AdjacencyGraphDisplay.to_text>`                                                                                   | AdjacencyGraphDisplay                    | Displays the graph as a single string. See :func:`onnx2bigraph` to see how the result looks like.                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_nbnodes>`                                                      | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_nbnodes>`                                            | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_nbnodes>`                                    | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_nbnodes>`                                            | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_nbnodes>`                                       | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_nbnodes>`                                               | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_nbnodes>`                                             | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_nbnodes>`                                    | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_nbnodes>`                                             | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_nbnodes <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_nbnodes>`                                     | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_onnxsize>`                                                    | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_onnxsize>`                                          | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_onnxsize>`                                  | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_onnxsize>`                                          | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_onnxsize>`                                     | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_onnxsize>`                                             | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_onnxsize>`                                           | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_onnxsize>`                                  | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_onnxsize>`                                           | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_onnxsize <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_onnxsize>`                                   | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_score>`                                                          | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_score>`                                                | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_score>`                                        | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_score>`                                                | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_score>`                                           | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_score>`                                                   | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_score>`                                                 | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_score>`                                        | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_score>`                                                 | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_score <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_score>`                                         | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_vmlprodict>`                                                | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_vmlprodict>`                                      | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_vmlprodict>`                              | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_vmlprodict>`                                      | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_vmlprodict>`                                 | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_vmlprodict>`                                         | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_vmlprodict>`                                       | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_vmlprodict>`                              | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_vmlprodict>`                                       | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vmlprodict <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_vmlprodict>`                               | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_vort>`                                                            | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_vort>`                                                  | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_vort>`                                          | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_vort>`                                                  | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_vort>`                                             | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_vort>`                                                     | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_vort>`                                                   | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_vort>`                                          | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_vort>`                                                   | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vort <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_vort>`                                           | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmark.track_vsklearn>`                                                    | _CommonAsvSklBenchmark                   | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifier.track_vsklearn>`                                          | _CommonAsvSklBenchmarkClassifier         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClassifierRawScore.track_vsklearn>`                                  | _CommonAsvSklBenchmarkClassifierRawScore | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkClustering.track_vsklearn>`                                          | _CommonAsvSklBenchmarkClustering         | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkMultiClassifier.track_vsklearn>`                                     | _CommonAsvSklBenchmarkMultiClassifier    | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkOutlier.track_vsklearn>`                                             | _CommonAsvSklBenchmarkOutlier            | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkRegressor.track_vsklearn>`                                           | _CommonAsvSklBenchmarkRegressor          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTrainableTransform.track_vsklearn>`                                  | _CommonAsvSklBenchmarkTrainableTransform | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransform.track_vsklearn>`                                           | _CommonAsvSklBenchmarkTransform          | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`track_vsklearn <mlprodict.asv_benchmark.common_asv_skl._CommonAsvSklBenchmarkTransformPositive.track_vsklearn>`                                   | _CommonAsvSklBenchmarkTransformPositive  | asv API                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`transform <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupCluster.transform>`                                                                          | OnnxSpeedupCluster                       | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`transform <mlprodict.sklapi.onnx_speed_up.OnnxSpeedupTransformer.transform>`                                                                      | OnnxSpeedupTransformer                   | Transforms with *ONNX*.                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`transform <mlprodict.sklapi.onnx_tokenizer.GPT2TokenizerTransformer.transform>`                                                                   | GPT2TokenizerTransformer                 | Applies the tokenizers on an array of strings.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`transform <mlprodict.sklapi.onnx_tokenizer.SentencePieceTokenizerTransformer.transform>`                                                          | SentencePieceTokenizerTransformer        | Applies the tokenizers on an array of strings.                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`transform <mlprodict.sklapi.onnx_transformer.OnnxTransformer.transform>`                                                                          | OnnxTransformer                          | Runs the predictions. If *X* is a dataframe, the function assumes every columns is a separate input, otherwise, ...                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`update <mlprodict.onnx_tools.onnx_manipulations._inline_mapping.update>`                                                                          | _inline_mapping                          | Updates many values.                                                                                                                                                                                                         |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`update <mlprodict.onnxrt.ops_shape.shape_container.ShapeContainer.update>`                                                                        | ShapeContainer                           | Updates one shape. Returns True if the shape was different.                                                                                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`update_max_item <mlprodict.npy.xop.OnnxExisting.update_max_item>`                                                                                 | OnnxExisting                             | Some operators return a undefined number of outputs. The method is called when require one of them (with `__getitem__`) ...                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`update_max_item <mlprodict.npy.xop.OnnxOperator.update_max_item>`                                                                                 | OnnxOperator                             | Some operators return a undefined number of outputs. The method is called when require one of them (with `__getitem__`) ...                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`update_max_item <mlprodict.npy.xop.OnnxOperatorFunction.update_max_item>`                                                                         | OnnxOperatorFunction                     | Some operators return a undefined number of outputs. The method is called when require one of them (with `__getitem__`) ...                                                                                                  |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumType.validate>`                                                                   | MLNumType                                | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeBool.validate>`                                                               | MLNumTypeBool                            | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat32.validate>`                                                            | MLNumTypeFloat32                         | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeFloat64.validate>`                                                            | MLNumTypeFloat64                         | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt32.validate>`                                                              | MLNumTypeInt32                           | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeInt64.validate>`                                                              | MLNumTypeInt64                           | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLNumTypeSingle.validate>`                                                             | MLNumTypeSingle                          | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLTensor.validate>`                                                                    | MLTensor                                 | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`validate <mlprodict.grammar.grammar_sklearn.grammar.gtypes.MLType.validate>`                                                                      | MLType                                   | Checks that the value is of this type.                                                                                                                                                                                       |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`values <mlprodict.onnxrt.ops_cpu.op_zipmap.ZipMapDictionary.values>`                                                                              | ZipMapDictionary                         |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`verify <mlprodict.onnx_tools._onnx_check_model.Schema.verify>`                                                                                    | Schema                                   | Verifies a node is consistent with ONNX language.                                                                                                                                                                            |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`verify <mlprodict.onnx_tools._onnx_check_model.UndefinedSchema.verify>`                                                                           | UndefinedSchema                          | Verifies a, undefined node is consistent with ONNX language.                                                                                                                                                                 |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit>`                                                          | CodeNodeVisitor                          | Visits a node, a method must exist for every object class.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit <mlprodict.onnx_tools.onnx_grammar.onnx_translator.CodeTranslator.visit>`                                                                   | CodeTranslator                           | Visits a node.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit <mlprodict.onnx_tools.onnx_grammar.onnx_translator.OnnxTranslator.visit>`                                                                   | OnnxTranslator                           | Visits a node.                                                                                                                                                                                                               |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit <mlprodict.testing.verify_code.CodeNodeVisitor.visit>`                                                                                      | CodeNodeVisitor                          | Visits a node, a method must exist for every object class.                                                                                                                                                                   |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_>`                                                        | CodeNodeVisitor                          | If an element is not found...                                                                                                                                                                                                |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ <mlprodict.testing.verify_code.CodeNodeVisitor.visit_>`                                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Add <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Add>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Add <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Add>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_And <mlprodict.testing.verify_code.CodeNodeVisitor.visit_And>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Assign <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Assign>`                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Assign <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Assign>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Attribute <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Attribute>`                                      | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Attribute <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Attribute>`                                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_AugAssign <mlprodict.testing.verify_code.CodeNodeVisitor.visit_AugAssign>`                                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_BinOp <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_BinOp>`                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_BinOp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_BinOp>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_BitAnd <mlprodict.testing.verify_code.CodeNodeVisitor.visit_BitAnd>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_BoolOp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_BoolOp>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Call <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Call>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Call <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Call>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ClassDef <mlprodict.testing.verify_code.CodeNodeVisitor.visit_ClassDef>`                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Compare <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Compare>`                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Compare <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Compare>`                                                                      | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Constant <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Constant>`                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Dict <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Dict>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Div <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Div>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Div <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Div>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Eq <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Eq>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Expr <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Expr>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ExtSlice <mlprodict.testing.verify_code.CodeNodeVisitor.visit_ExtSlice>`                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_FloorDiv <mlprodict.testing.verify_code.CodeNodeVisitor.visit_FloorDiv>`                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_FunctionDef <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_FunctionDef>`                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_FunctionDef <mlprodict.testing.verify_code.CodeNodeVisitor.visit_FunctionDef>`                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_GeneratorExp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_GeneratorExp>`                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Gt <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Gt>`                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Gt <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Gt>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_GtE <mlprodict.testing.verify_code.CodeNodeVisitor.visit_GtE>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_If <mlprodict.testing.verify_code.CodeNodeVisitor.visit_If>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_IfExp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_IfExp>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Import <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Import>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ImportFrom <mlprodict.testing.verify_code.CodeNodeVisitor.visit_ImportFrom>`                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_In <mlprodict.testing.verify_code.CodeNodeVisitor.visit_In>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Index <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Index>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Invert <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Invert>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Is <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Is>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_IsNot <mlprodict.testing.verify_code.CodeNodeVisitor.visit_IsNot>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Lambda <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Lambda>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_List <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_List>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_List <mlprodict.testing.verify_code.CodeNodeVisitor.visit_List>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_ListComp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_ListComp>`                                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Load <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Load>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Load <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Load>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Lt <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Lt>`                                                    | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Lt <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Lt>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_MatMult <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_MatMult>`                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Mod <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Mod>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Module <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Module>`                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Module <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Module>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Mult <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Mult>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Mult <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Mult>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Name <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Name>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Name <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Name>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_NameConstant <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_NameConstant>`                                | CodeNodeVisitor                          | A name.                                                                                                                                                                                                                      |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_NameConstant <mlprodict.testing.verify_code.CodeNodeVisitor.visit_NameConstant>`                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Not <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Not>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_NotEq <mlprodict.testing.verify_code.CodeNodeVisitor.visit_NotEq>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Num <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Num>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Num <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Num>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Or <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Or>`                                                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Pow <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Pow>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Pow <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Pow>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Return <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Return>`                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Return <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Return>`                                                                        | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Slice <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Slice>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Store <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Store>`                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Store <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Store>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Str <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Str>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Str <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Str>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Sub <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_Sub>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Sub <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Sub>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Subscript <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Subscript>`                                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_Tuple <mlprodict.testing.verify_code.CodeNodeVisitor.visit_Tuple>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_USub <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_USub>`                                                | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_USub <mlprodict.testing.verify_code.CodeNodeVisitor.visit_USub>`                                                                            | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_UnaryOp <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_UnaryOp>`                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_UnaryOp <mlprodict.testing.verify_code.CodeNodeVisitor.visit_UnaryOp>`                                                                      | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_alias <mlprodict.testing.verify_code.CodeNodeVisitor.visit_alias>`                                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_arg <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_arg>`                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_arg <mlprodict.testing.verify_code.CodeNodeVisitor.visit_arg>`                                                                              | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_arguments <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_arguments>`                                      | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_arguments <mlprodict.testing.verify_code.CodeNodeVisitor.visit_arguments>`                                                                  | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_comprehension <mlprodict.testing.verify_code.CodeNodeVisitor.visit_comprehension>`                                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_keyword <mlprodict.onnx_tools.onnx_grammar.node_visitor_translator.CodeNodeVisitor.visit_keyword>`                                          | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`visit_keyword <mlprodict.testing.verify_code.CodeNodeVisitor.visit_keyword>`                                                                      | CodeNodeVisitor                          |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+