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Robustness Verification Python Packages

Python packages with the GitHub topic robustness-verification. Sorted by monthly downloads, with stars and forks.
dynaroars
neuralsat

A neural network verification tool based on the DPLL(T) SMT Solving algorithm.

401 37 14
KaidiXu
auto-lirpa

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

266 359 109
neu-autonomy
nfl-veripy

Formal Verification of Neural Feedback Loops (NFLs)

95 86 17
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology