.. XAI-Units documentation master file

XAI-Units
=======================================

This is a library to help benchmark and compare explainable AI feature attribution methods. It contains a collection of datasets and models with specific units of behaviour that are known to be challenging for feature attribution methods. The library also contains an end-to-end pipeline for applying feature attribution methods across a range of datasets/models, scoring them with metrics, then summarising the results.

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   library_quickstart
   image_dataset_example
   custom_methods_and_custom_datasets



Indices and tables
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* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`