KLay Docs
==================

**KLay is a Python library for accelerating inference on sparse arithmetic circuits.**

Get started using the :ref:`quickstart`!

.. image:: _static/scatter_reduce.svg
  :width: 600
  :align: center

At its core, KLay transforms sparse directed acyclic graphs into layers that can be executed in parallel.
The design of KLay is described in our paper `KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI <https://arxiv.org/pdf/2410.11415>`_, published at ICLR 2025.


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Contents
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.. toctree::

   Home <self>
   quickstart
   circuit_creation
   circuit_eval
   api