English

PyTorch, Explain! A Python library for Logic Explained Networks

Machine Learning 2021-07-26 v2 Artificial Intelligence

Abstract

"PyTorch, Explain!" is a Python module integrating a variety of state-of-the-art approaches to provide logic explanations from neural networks. This package focuses on bringing these methods to non-specialists. It has minimal dependencies and it is distributed under the Apache 2.0 licence allowing both academic and commercial use. Source code and documentation can be downloaded from the github repository: https://github.com/pietrobarbiero/pytorch_explain.

Keywords

Cite

@article{arxiv.2105.11697,
  title  = {PyTorch, Explain! A Python library for Logic Explained Networks},
  author = {Pietro Barbiero and Gabriele Ciravegna and Dobrik Georgiev and Franscesco Giannini},
  journal= {arXiv preprint arXiv:2105.11697},
  year   = {2021}
}
R2 v1 2026-06-24T02:26:02.371Z