:orphan:

.. _examples-gallery:

Gallery of examples
===================




.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The example uses what pymlbenchmark implements, in particular class pymlbenchmark.external.onnx...">

.. only:: html

  .. image:: /gyexamples/images/thumb/sphx_glr_plot_bench_onnxruntime_logistic_regression_thumb.png
    :alt: Benchmark of onnxruntime on LogisticRegression

  :ref:`sphx_glr_gyexamples_plot_bench_onnxruntime_logistic_regression.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Benchmark of onnxruntime on LogisticRegression</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This benchmark looks into a new implementation of `PolynomialFeatures &lt;https://scikit-learn.org...">

.. only:: html

  .. image:: /gyexamples/images/thumb/sphx_glr_plot_bench_polynomial_features_partial_fit_thumb.png
    :alt: Benchmark of PolynomialFeatures + partialfit of SGDClassifier

  :ref:`sphx_glr_gyexamples_plot_bench_polynomial_features_partial_fit.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Benchmark of PolynomialFeatures + partialfit of SGDClassifier</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The method validate may raise an exception and in that case, the class pymlbenchmark.benchmark....">

.. only:: html

  .. image:: /gyexamples/images/thumb/sphx_glr_plot_investigate_bench_thumb.png
    :alt: Investigate a failure from a benchmark

  :ref:`sphx_glr_gyexamples_plot_investigate_bench.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Investigate a failure from a benchmark</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This benchmark looks into a new implementation of `PolynomialFeatures &lt;https://scikit-learn.org...">

.. only:: html

  .. image:: /gyexamples/images/thumb/sphx_glr_plot_bench_polynomial_features_partial_fit_standalone_thumb.png
    :alt: Benchmark of PolynomialFeatures + partialfit of SGDClassifier (standalone)

  :ref:`sphx_glr_gyexamples_plot_bench_polynomial_features_partial_fit_standalone.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Benchmark of PolynomialFeatures + partialfit of SGDClassifier (standalone)</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gyexamples/plot_bench_onnxruntime_logistic_regression
   /gyexamples/plot_bench_polynomial_features_partial_fit
   /gyexamples/plot_investigate_bench
   /gyexamples/plot_bench_polynomial_features_partial_fit_standalone


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: gyexamples_python.zip </gyexamples/gyexamples_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: gyexamples_jupyter.zip </gyexamples/gyexamples_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_