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shap--shap/docs/api_examples.rst
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2026-07-13 13:22:52 +08:00

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.. currentmodule:: shap
.. _api_examples:
API Examples
----------------
These examples parallel the namespace structure of SHAP. Each object or function in SHAP has a
corresponding example notebook here that demonstrates its API usage. The source notebooks
are `available on GitHub <https://github.com/shap/shap/tree/master/notebooks/api_examples>`_.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/api_examples/migrating-to-new-api.ipynb
.. _explainers_examples:
explainers
==========
*See also:* :ref:`Explainer API Reference <explainers_api>`.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/api_examples/explainers/*
.. _maskers_examples:
maskers
=======
*See also:* :ref:`Masker API Reference <maskers_api>`.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/api_examples/maskers/*
.. _models_examples:
models
======
.. Examples for members of :ref:`shap.models <models_api>`.
Work in progress.
.. TODO: Uncomment this toctree once we have at least one example to share
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/api_examples/models/*
.. _plots_examples:
plots
=====
*See also:* :ref:`Plot API Reference <plots_api>`.
.. toctree::
:glob:
:maxdepth: 1
example_notebooks/api_examples/plots/*