MindSpore XAI Documents
===========================

MindSpore XAI is an interpretable AI tool, for comparing and selecting interpretation methods that are most appropriate for a specific scenario.

Currently, most deep learning models are black-box models with good performance but poor explainability. MindSpore XAI provides a variety of explanation and decision methods to help you better understand, trust, and improve models. It also evaluates the explanation methods from various dimensions.

.. raw:: html

   <img src="https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/docs/xai/docs/source_en/images/xai_en.png" width="700px" alt="" >

Code repository address: <https://gitee.com/mindspore/xai>

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Installation

   installation

.. toctree::
   :glob:
   :maxdepth: 1
   :caption: Guide

   using_cv_explainers
   using_cv_benchmarks
   using_tabular_explainers
   using_tabsim
   using_tbnet

.. toctree::
   :maxdepth: 1
   :caption: API References

   mindspore_xai.explainer
   mindspore_xai.benchmark
   mindspore_xai.tool
   mindspore_xai.visual

.. toctree::
   :maxdepth: 1
   :caption: FAQ

   troubleshoot