Explainers
==========

This section provides detailed documentation for all explainer classes in MLExplainer.

SHAP Explainers
---------------

Base Explainer
~~~~~~~~~~~~~~

.. automodule:: mlexplainer.core.base_explainer
   :members:
   :undoc-members:
   :show-inheritance:

SHAP Wrapper
~~~~~~~~~~~~

.. automodule:: mlexplainer.explainers.shap.wrapper
   :members:
   :undoc-members:
   :show-inheritance:

Binary Classification Explainer
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. automodule:: mlexplainer.explainers.shap.binary
   :members:
   :undoc-members:
   :show-inheritance:

Multilabel Classification Explainer
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. automodule:: mlexplainer.explainers.shap.multilabel
   :members:
   :undoc-members:
   :show-inheritance:

Utilities
---------

Data Processing
~~~~~~~~~~~~~~~

.. automodule:: mlexplainer.utils.data_processing
   :members:
   :undoc-members:
   :show-inheritance:

Quantiles
~~~~~~~~~

.. automodule:: mlexplainer.utils.quantiles
   :members:
   :undoc-members:
   :show-inheritance:

Visualization
-------------

SHAP Plots
~~~~~~~~~~

.. automodule:: mlexplainer.visualization.shap_plots
   :members:
   :undoc-members:
   :show-inheritance:

Target Plots
~~~~~~~~~~~~

.. automodule:: mlexplainer.visualization.target_plots
   :members:
   :undoc-members:
   :show-inheritance: