PyReason

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

Links

📃 Paper

📽️ Video

🌐 Website

🏋️‍♂️ PyReason Gym

🗎 Documentation

Check out the PyReason Hello World program if you're new, or want get get a feel for the software.

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 3.7, 3.8, 3.9, 3.10. If you want multi-core parallel support only 3.9 and 3.10 versions work due to limited numba support.

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-3-Clause

6. Contact

Dyuman Aditya - [email protected]

Kaustuv Mukherji - [email protected]

Paulo Shakarian - [email protected]