.. Description of the AutoML components of the codebase
   This file is a reStructuredText, please refer to https://docutils.sourceforge.io/docs/ref/rst/restructuredtext.html#quick-syntax-overview
   AutoMLx uses Sphinx for documentation, specifically for cross references, please refer to https://docs.readthedocs.io/en/stable/guides/cross-referencing-with-sphinx.html

******************
AutoML
******************

.. automodule:: automlx

=================
Pipeline
=================

.. autofunction:: Pipeline

=================
AutoClassifier
=================
 
.. autoclass:: automlx._interface.AutoClassifier

.. autofunction:: automlx._interface.AutoClassifier.configure

.. autofunction:: automlx._interface.AutoClassifier.fit

.. autofunction:: automlx._interface.AutoClassifier.predict

.. autofunction:: automlx._interface.AutoClassifier.predict_proba

.. autofunction:: automlx._interface.AutoClassifier.score

.. autofunction:: automlx._interface.AutoClassifier.transform

.. autofunction:: automlx._interface.AutoClassifier.refit

.. autofunction:: automlx._interface.AutoClassifier.train

=================
AutoRegressor
=================
 
.. autoclass:: automlx._interface.AutoRegressor

.. autofunction:: automlx._interface.AutoRegressor.configure

.. autoclass:: automlx._interface.AutoRegressor.fit

.. autoclass:: automlx._interface.AutoRegressor.predict

.. autoclass:: automlx._interface.AutoRegressor.score

.. autoclass:: automlx._interface.AutoRegressor.transform

.. autoclass:: automlx._interface.AutoRegressor.refit

.. autoclass:: automlx._interface.AutoRegressor.train

=================
AutoAnomalyDetector
=================
 
.. autoclass:: automlx._interface.AutoAnomalyDetector 

.. autofunction:: automlx._interface.AutoAnomalyDetector.configure

.. autofunction:: automlx._interface.AutoAnomalyDetector.fit

.. autofunction:: automlx._interface.AutoAnomalyDetector.predict

.. autofunction:: automlx._interface.AutoAnomalyDetector.predict_proba

.. autofunction:: automlx._interface.AutoAnomalyDetector.score

.. autofunction:: automlx._interface.AutoAnomalyDetector.transform

.. autofunction:: automlx._interface.AutoAnomalyDetector.refit

.. autofunction:: automlx._interface.AutoAnomalyDetector.train

=================
AutoForecaster
=================

.. autoclass:: automlx._interface.AutoForecaster

.. autofunction:: automlx._interface.AutoForecaster.configure

.. autofunction:: automlx._interface.AutoForecaster.fit

.. autofunction:: automlx._interface.AutoForecaster.predict

.. autofunction:: automlx._interface.AutoForecaster.forecast

.. autofunction:: automlx._interface.AutoForecaster.plot_forecast

.. autofunction:: automlx._interface.AutoForecaster.score

.. autofunction:: automlx._interface.AutoForecaster.transform

.. autofunction:: automlx._interface.AutoForecaster.refit

.. autofunction:: automlx._interface.AutoForecaster.train


=================
AutoRecommender
=================
 
.. autoclass:: automlx._interface.AutoRecommender

.. autofunction:: automlx._interface.AutoRecommender.configure

.. autofunction:: automlx._interface.AutoRecommender.fit

.. autofunction:: automlx._interface.AutoRecommender.predict

.. autofunction:: automlx._interface.AutoRecommender.recommend

.. autofunction:: automlx._interface.AutoRecommender.score

.. autofunction:: automlx._interface.AutoRecommender.train_test_split

.. autofunction:: automlx._interface.AutoRecommender.refit

.. autofunction:: automlx._interface.AutoRecommender.train