LENs: a Python library for Logic Explained Networks
Barbiero, Pietro, Ciravegna, Gabriele, Georgiev, Dobrik, Giannini, Franscesco
–arXiv.org Artificial Intelligence
LENs 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/logic_explainer_networks.
arXiv.org Artificial Intelligence
May-25-2021
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