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Provable Repair of DNNs

Project description

PRDNN

Provable Repair of DNNs. See our Github repository for more information.

Prerequisites

You will need to install Gurobi.

If you wish to do polytope patching, you will also need a running SyReNN server. See the SyReNN GitHub repository for more details. We also use PyTorch, please ensure you have the desired version of PyTorch installed before installing this package.

Supported Python Versions

We only test against Python 3.7.4, however we believe it should work for other versions of Python as well.

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This version

1.0

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