NeuralNetworkVerification / MarabouLinks
☆296Updated last month
Alternatives and similar repositories for Marabou
Users that are interested in Marabou are comparing it to the libraries listed below
Sorting:
- A Framework for Deep Neural Network Verification☆56Updated 9 months ago
- ETH Robustness Analyzer for Deep Neural Networks☆341Updated 2 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- Neural Network Verification Software Tool☆132Updated this week
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆310Updated 8 months ago
- The released code of Neurify in NIPS 2018☆49Updated 2 years ago
- ☆101Updated 5 years ago
- The released code of ReluVal in USENIX Security 2018☆60Updated 5 years ago
- Neural Network Enumeration Tool☆34Updated 2 years ago
- Documentation and scripts related to the .nnet file format. This file format specifies a simple text file to define feed-forward, fully-c…☆40Updated 6 months ago
- VNN Neural Network Verification Competition 2021☆36Updated 4 years ago
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learnin…☆200Updated last week
- ☆17Updated 3 years ago
- ☆14Updated 2 years ago
- Fourth edition of VNN COMP (2023)☆16Updated 2 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆327Updated 6 months ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆30Updated 5 years ago
- ☆24Updated 3 years ago
- Methods to soundly verify deep neural networks☆232Updated 5 months ago
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆17Updated 6 years ago
- ☆22Updated 3 years ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Updated 6 years ago
- Benchmarks for the VNN Comp 2023☆16Updated last year
- Collection of resources for research concerning Machine Learning and Formal Methods.☆91Updated 3 years ago
- Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."☆10Updated 2 years ago
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆29Updated 3 years ago
- ☆47Updated 7 years ago
- Venus is a state-of-the-art sound and complete verification toolkit for Relu-based feed-forward neural networks. It can be used to check…☆14Updated 3 years ago
- Automated Reasoning in Nonlinear Theories of Reals☆171Updated last month