Neural network verification in JAX
☆144Aug 18, 2023Updated 2 years ago
Alternatives and similar repositories for jax_verify
Users that are interested in jax_verify are comparing it to the libraries listed below
Sorting:
- OVAL framework for BaB-based Neural Network Verification☆17Dec 18, 2025Updated 2 months ago
- Methods to soundly verify deep neural networks☆235May 1, 2025Updated 10 months ago
- ☆23Dec 6, 2021Updated 4 years ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Mar 24, 2023Updated 2 years ago
- Neural Network Enumeration Tool☆34Jan 8, 2026Updated last month
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Feb 5, 2019Updated 7 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- Neural Network Verification Software Tool☆139Jan 22, 2026Updated last month
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Mar 25, 2023Updated 2 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- ☆19Nov 11, 2019Updated 6 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Oct 6, 2022Updated 3 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- ☆164Dec 13, 2023Updated 2 years ago
- VNN Neural Network Verification Competition 2021☆36Jul 17, 2021Updated 4 years ago
- The library for symbolic interval☆22Jun 23, 2020Updated 5 years ago
- ☆312Nov 2, 2025Updated 4 months ago
- Cone program refinement☆10Mar 6, 2020Updated 5 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Apr 24, 2019Updated 6 years ago
- CAV'22 paper to speed up Neural Network Verification.☆13Dec 19, 2022Updated 3 years ago
- JMP is a Mixed Precision library for JAX.☆211Jan 30, 2025Updated last year
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,027Dec 17, 2025Updated 2 months ago
- Annotating tensor shapes using Python types☆159Jul 7, 2023Updated 2 years ago
- A JAX implementation of stochastic addition.☆14Aug 15, 2022Updated 3 years ago
- A Pytree Module system for Deep Learning in JAX☆213Feb 26, 2023Updated 3 years ago
- SGD with large step sizes learns sparse features [ICML 2023]☆33Apr 24, 2023Updated 2 years ago
- Mathematical operations for JAX pytrees☆209Dec 5, 2024Updated last year
- A Graph Neural Network Library in Jax☆1,465Mar 18, 2024Updated last year
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆17Nov 29, 2018Updated 7 years ago
- A Python library for learning and verification of neural networks and other machine learning models☆14Sep 18, 2025Updated 5 months 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…☆15Aug 31, 2022Updated 3 years ago
- ☆14Aug 29, 2023Updated 2 years ago
- A small library for creating and manipulating custom JAX Pytree classes☆56Feb 26, 2023Updated 3 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Dec 20, 2019Updated 6 years ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆348Jan 17, 2026Updated last month
- SyReNN: Symbolic Representations for Neural Networks☆41Mar 20, 2023Updated 2 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago