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FMCAD'20 "ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks".

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ART

The code for paper "ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks" appearing in FMCAD'20.

Installation

In your virtual environment, either install directly from this repository by

git clone git@github.com:XuankangLin/ART.git
cd ART
pip install -r requirements.txt

To replay the evaluation, run individual script from scripts/ by

bash scripts/...

The corresponding logs have been saved in results/xxx/... directory.

License

The project is available open source under the terms of MIT License.

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FMCAD'20 "ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks".

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