.. 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.train .. autofunction:: automlx._interface.AutoClassifier.fit .. autofunction:: automlx._interface.AutoClassifier.refit .. autofunction:: automlx._interface.AutoClassifier.predict_proba ================= AutoRegressor ================= .. autoclass:: automlx._interface.AutoRegressor .. autofunction:: automlx._interface.AutoRegressor.configure .. autofunction:: automlx._interface.AutoRegressor.train .. autofunction:: automlx._interface.AutoRegressor.fit .. autofunction:: automlx._interface.AutoRegressor.refit ================= AutoAnomalyDetector ================= .. autoclass:: automlx._interface.AutoAnomalyDetector .. autofunction:: automlx._interface.AutoAnomalyDetector.configure .. autofunction:: automlx._interface.AutoAnomalyDetector.train .. autofunction:: automlx._interface.AutoAnomalyDetector.fit .. autofunction:: automlx._interface.AutoAnomalyDetector.refit .. autofunction:: automlx._interface.AutoAnomalyDetector.predict_proba ================= 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.score .. autofunction:: automlx._interface.AutoForecaster.transform .. autofunction:: automlx._interface.AutoForecaster.plot_forecast