.. The main documentation entry for AutoMLx
   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

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Explainability
******************

=======================
Explainers
=======================

MLExplainer
------------------
.. autofunction:: automl.interface.mlx.MLExplainer

TabularExplainer
------------------
.. autoclass:: automl.mlx.interface.TabularExplainer
   :members:
   :inherited-members:

TextExplainer
------------------
.. autoclass:: automl.mlx.interface.TextExplainer
   :members:
   :inherited-members:

=======================
Explaination Objects
=======================

BaseLFIExplanation
------------------
.. autoclass:: automl.mlx.explanation.BaseLFIExplanation
   :members:
   :inherited-members:

FDExplanation
------------------
.. autoclass:: automl.mlx.explanation.FDExplanation
   :members:
   :inherited-members:

GFIExplanation
------------------
.. autoclass:: automl.mlx.explanation.GFIExplanation
   :members:
   :inherited-members:

GTIExplanation
------------------
.. autoclass:: automl.mlx.explanation.GTIExplanation
   :members:
   :inherited-members:

BaseALFIExplanation
------------------
.. autoclass:: automl.mlx.explanation.BaseALFIExplanation
   :members:
   :inherited-members:

ALFIExplanation
------------------
.. autoclass:: automl.mlx.explanation.ALFIExplanation
   :members:
   :inherited-members:

TextALFIExplanation
------------------
.. autoclass:: automl.mlx.explanation.TextALFIExplanation
   :members:
   :inherited-members:

CFExplanation
------------------
.. autoclass:: automl.mlx.explanation.CFExplanation
   :members:
   :inherited-members: