PyTorch, Explain! A Python library for Logic Explained Networks
2021-05-25Code Available1· sign in to hype
Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Franscesco Giannini
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- github.com/pietrobarbiero/pytorch_explainOfficialIn paperpytorch★ 171
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.