.. Silas documentation master file, created by
   sphinx-quickstart on Mon Nov 19 12:49:44 2018.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

.. _sec-insight:

Silas Model Insight
===================

N.B. This module is **redeveloped** in the v0.8.7 version. 

Please check out our community's contribution on the next-gen machine learning explanation technique called `OptExplain <https://github.com/Yunkun-Zhang/OptExplain-Silas>`_. OptExplain for Silas is an extension of Silas that extracts optimal logical explanations for Silas machine learning models.

Our community has also developed two other techniques for analysing machine learning models: computing feature importance and generating adversarial samples. These methods are implemented as extensions of Silas and are documented online `here <https://github.com/Yunkun-Zhang/MUC-Silas>`_.

:ref:`See the tutorial of the above explainable AI techniques <sec-advanced-tutorial>`.

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

.. Indices and tables
.. ==================

.. * :ref:`genindex`
.. * :ref:`modindex`
.. * :ref:`search`