pyNeVer 0.0.1.dev1

Package for the training, pruning and verification of neural networks.

pyNeVer

Neural networks Verifier (NeVer) is a tool for the training, pruning and verification of neural networks. At present it supports sequential fully connected neural networks with ReLU and Sigmoid activation functions. pyNeVer is the corresponding python package providing all the main capabilities of the NeVer tool and can be easily installed using pip.

REQUIREMENTS Given the characteristcs of PyTorch and ONNX we were not able to setup an auto-installation for these packages. Therefore the user is required to install the torch, torchvision and onnx packages indipendently. Guides on how to install such packages can be found at:

• https://pytorch.org/get-started/locally/
• https://github.com/onnx/onnx