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@95616ARG

Davis Automated Reasoning Group

Pinned

  1. SyReNN SyReNN Public

    SyReNN: Symbolic Representations for Neural Networks

    Python 38 5

  2. pikos_popl2020 pikos_popl2020 Public

    Version of IKOS abstract interpreter implementing parallel deterministic fixpoint computation

    C++ 15 2

  3. PRDNN PRDNN Public

    Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."

    Python 9 4

  4. mikos_sas2020 mikos_sas2020 Public

    Memory-Efficient Fixpoint Computation for Abstract Interpretation

    C++ 4 1

  5. APRNN APRNN Public

    Code from PLDI '23 paper "Architecture-Preserving Provable Repair of Deep Neural Networks."

    HCL 5

Repositories

Showing 10 of 11 repositories
  • SyReNN_GPU Public

    GPU implementation of SyReNN: Symbolic Representations for Neural Networks

    Python 0 MIT 0 0 0 Updated Oct 10, 2023
  • APRNN Public

    Code from PLDI '23 paper "Architecture-Preserving Provable Repair of Deep Neural Networks."

    HCL 5 MIT 0 1 0 Updated Oct 6, 2023
  • SyReNN Public

    SyReNN: Symbolic Representations for Neural Networks

    Python 38 MIT 5 1 8 Updated Mar 20, 2023
  • bazel_python Public

    Support for reproducibly running Python scripts using Bazel.

    Starlark 0 MIT 1 5 1 Updated Feb 21, 2023
  • PRDNN Public

    Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."

    Python 9 MIT 4 1 1 Updated Nov 26, 2022
  • bazel-latex Public

    Bazel rules for building LaTeX documents with TeX Live.

    Python 3 0 1 0 Updated Jan 11, 2021
  • sifter Public
    Python 0 AGPL-3.0 0 0 0 Updated Nov 10, 2020
  • mikos_sas2020 Public

    Memory-Efficient Fixpoint Computation for Abstract Interpretation

    C++ 4 1 0 0 Updated Sep 21, 2020
  • abstract_neural_networks Public

    Abstract Neural Networks (SAS 2020)

    Python 6 MIT 1 0 0 Updated Sep 15, 2020
  • pikos_popl2020 Public

    Version of IKOS abstract interpreter implementing parallel deterministic fixpoint computation

    C++ 15 2 0 0 Updated Aug 24, 2020
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