Verified Intelligence
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alpha-beta-CROWN
alpha-beta-CROWN Publicalpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)
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auto_LiRPA
auto_LiRPA Publicauto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
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Lyapunov_Stable_NN_Controllers
Lyapunov_Stable_NN_Controllers PublicLyapunov-stable Neural Control for State and Output Feedback
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CROWN-Reach
CROWN-Reach PublicA reachability analysis tool for neural network controlled system, based on the alpha-beta-CROWN framework
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abCROWN_Control_Tutorial
abCROWN_Control_Tutorial PublicGuidance and examples for using auto_LiRPA and alpha-beta-CROWN in control research
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Two-Stage_Neural_Controller_Training
Two-Stage_Neural_Controller_Training PublicTwo-Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion
Repositories
- auto_LiRPA Public
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
- onnx2pytorch Public
Customized onnx2pytorch package for alpha-beta-CROWN verifier. Original version at https://github.com/Talmaj/onnx2pytorch
- abCROWN_Control_Tutorial Public
Guidance and examples for using auto_LiRPA and alpha-beta-CROWN in control research
- alpha-beta-CROWN Public
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)
- CROWN-Reach Public
A reachability analysis tool for neural network controlled system, based on the alpha-beta-CROWN framework
- Clip_and_Verify Public
The repo for the paper Clip-and-Verify: Linear Constraint-Driven Domain Clipping for Accelerating Neural Network Verification
- Two-Stage_Neural_Controller_Training Public
Two-Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion
- alpha-beta-CROWN_vnncomp2025 Public
- alpha-beta-CROWN_vnncomp2024 Public
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