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@Verified-Intelligence

Verified Intelligence

Formal verification tools for AI. Led by Prof. Huan Zhang at UIUC, developed by a multi-institutional team from UIUC/CMU/UCLA/Drexel/Colombia

Popular repositories

  1. auto_LiRPA auto_LiRPA Public

    auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

    Python 266 65

  2. alpha-beta-CROWN alpha-beta-CROWN Public

    alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)

    Python 207 46

  3. Lyapunov_Stable_NN_Controllers Lyapunov_Stable_NN_Controllers Public

    Python 14 2

  4. alpha-beta-CROWN_vnncomp23 alpha-beta-CROWN_vnncomp23 Public

    Python 4

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