.. image:: _static/InterpretSR_header.png
   :alt: Description
   :width: 100%

*InterpretSR* allows you to approximate the behaviour of multi-layer perceptrons (MLPs) in deep learning models with symbolic equations using `PySR <https://ai.damtp.cam.ac.uk/pysr/>`_.

Installation
============

To install *InterpretSR*,

.. code-block:: bash

   pip install interpretsr

Contents
========

.. toctree::
   :maxdepth: 1
   :caption: Documentation:

   api_reference

.. toctree::
   :maxdepth: 1
   :caption: Demos:

   demos/getting_started_demo.ipynb


