An explainable inference software supporting annotated, real valued, graph based and temporal logic.

Links

📃 Paper

📽️ Video

🌐 Website

🏋️‍♂️ PyReason Gym

🗎 Documentation

Table of Contents

1. Introduction
2. Documentation
3. Install
4. Bibtex
5. License
6. Contact

1. Introduction

PyReason is a graphical inference tool that uses a set of logical rules and facts (initial conditions) to reason over graph structures. To get more details, refer to the paper/video/hello-world-example mentioned above.

2. Documentation

All API documentation and code examples can be found on ReadTheDocs

3. Install

PyReason can be installed as a python library using

pip install pyreason

The Python versions that are currently supported are 3.8, 3.9, 3.10, 3.11, 3.12, and 3.13.

4. Bibtex

If you used this software in your work please cite our paper

Bibtex:

@inproceedings{aditya_pyreason_2023,
title = {{PyReason}: Software for Open World Temporal Logic},
booktitle = {{AAAI} Spring Symposium},
author = {Aditya, Dyuman and Mukherji, Kaustuv and Balasubramanian, Srikar and Chaudhary, Abhiraj and Shakarian, Paulo},
year = {2023}}

5. License

This repository is licensed under BSD-2-Clause.

Trademark Permission PyReason™ and PyReason Design Logo ™ are trademarks of the Arizona Board of Regents/Arizona State University. Users of the software are permitted to use PyReason™ in association with the software for any purpose, provided such use is related to the software (e.g., Powered by PyReason™). Additionally, educational institutions are permitted to use the PyReason Design Logo ™ for non-commercial purposes.

6. Contact

Colton Payne - crpayne@syr.edu

Kaustuv Mukherji - kmukherj@syr.edu

Paulo Shakarian - pashakar@syr.edu