.. _f-dummies:

module ``timeseries.dummies``
=============================





.. inheritance-diagram:: mlinsights.timeseries.dummies


Short summary
+++++++++++++

module ``mlinsights.timeseries.dummies``

Dummy auto-regressor which takes past values as predictions.


:githublink:`%|py|5`




Classes
+++++++

+--------------------------------------------------------------------------------------------+-----------------------------------------------------------------+
| class                                                                                      | truncated documentation                                         |
+============================================================================================+=================================================================+
| :class:`DummyTimeSeriesRegressor <mlinsights.timeseries.dummies.DummyTimeSeriesRegressor>` | Dummy regressor for time series. Use past values as prediction. |
+--------------------------------------------------------------------------------------------+-----------------------------------------------------------------+






Properties
++++++++++

+---------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
| property                                                                                    | truncated documentation                                                                                          |
+=============================================================================================+==================================================================================================================+
| :py:meth:`_repr_html_ <mlinsights.timeseries.dummies.DummyTimeSeriesRegressor._repr_html_>` | HTML representation of estimator. This is redundant with the logic of `_repr_mimebundle_`. The latter should ... |
+---------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+---------------------------------------------------------------------------------------+-------------------------+
| method                                                                                | truncated documentation |
+=======================================================================================+=========================+
| :py:meth:`__init__ <mlinsights.timeseries.dummies.DummyTimeSeriesRegressor.__init__>` |                         |
+---------------------------------------------------------------------------------------+-------------------------+
| :meth:`fit <mlinsights.timeseries.dummies.DummyTimeSeriesRegressor.fit>`              | Trains the model.       |
+---------------------------------------------------------------------------------------+-------------------------+
| :meth:`predict <mlinsights.timeseries.dummies.DummyTimeSeriesRegressor.predict>`      | Returns the prediction  |
+---------------------------------------------------------------------------------------+-------------------------+


Documentation
+++++++++++++

.. automodule:: mlinsights.timeseries.dummies
    :members:
    :special-members: __init__
    :show-inheritance: