Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.
☆47Oct 12, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-ml-testing
Users that are interested in awesome-ml-testing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EvalDNN: A Toolbox for Evaluating Deep Neural Network Models☆14Mar 9, 2020Updated 6 years ago
- ☆19Dec 8, 2022Updated 3 years ago
- PL/SE conference deadline countdowns☆18Nov 23, 2020Updated 5 years ago
- A Clone-Based Approach for Recommending Modification on Pasted Code☆12Jun 10, 2017Updated 9 years ago
- ☆12Jul 21, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- LLM evaluation.☆16Nov 7, 2023Updated 2 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆49May 26, 2022Updated 4 years ago
- Structure-Invariant Testing for Machine Translation [ICSE'20]☆16Dec 17, 2020Updated 5 years ago
- A tool for learning bug patterns.☆11Jul 19, 2016Updated 10 years ago
- ☆21Jun 25, 2025Updated last year
- Indexing reachability for context-sensitive data flow analysis.☆12Jul 10, 2022Updated 4 years ago
- SPADnet: Deep RGB-SPAD Sensor Fusion Assisted by Monocular Depth Estimation☆20Jul 5, 2020Updated 6 years ago
- Java Ranger is a path-merging extension of Symbolic PathFinder☆16Aug 13, 2026Updated 2 weeks ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆56Oct 29, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A fuzzer for SMT solvers☆22May 8, 2026Updated 3 months ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆25Dec 17, 2020Updated 5 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆32May 24, 2020Updated 6 years ago
- Guiding Program Synthesis by Learning to Generate Examples☆13Jul 23, 2023Updated 3 years ago
- 北大树洞爬虫☆11Jul 30, 2020Updated 6 years ago
- Checks the PDFs submitted to a conference, e.g., for formatting violations and double anonymous violations☆70Dec 11, 2021Updated 4 years ago
- Automated DNN generation for fuzz testing and more☆150Jan 14, 2025Updated last year
- An end-to-end benchmark suite of multi-modal DNN applications for system-architecture co-design☆23Dec 13, 2024Updated last year
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Jul 19, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Concolic Testing for Deep Neural Networks☆118Jul 16, 2021Updated 5 years ago
- Fast and Precise On-the-fly Patch Validation for All☆10Feb 24, 2023Updated 3 years ago
- ☆23Mar 20, 2021Updated 5 years ago
- A list of bugs found by SQLancer☆17Jan 30, 2024Updated 2 years ago
- A model checker and assume/guarantee contract generator for Lustre programs.☆15Jun 5, 2018Updated 8 years ago
- Prototype of TypeChat in Python☆12Oct 21, 2023Updated 2 years ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆36Jul 2, 2024Updated 2 years ago
- Fast parallel Particle Swarm Optimization package for Python☆21Oct 17, 2021Updated 4 years ago
- Analyze execution trace to find regression bug☆41Jun 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Libra is a static analyzer for certifying fairness of feed-forward neural network classifiers of tabular data.☆24Oct 31, 2021Updated 4 years ago
- Characterizing Transaction-Reverting Statements in Ethereum Smart Contracts.☆10Sep 1, 2021Updated 4 years ago
- Lifting network implementation to precise format specification☆23Apr 21, 2025Updated last year
- ☆10Dec 13, 2021Updated 4 years ago
- Robustness benchmark for DNN models.☆65Aug 8, 2022Updated 4 years ago
- A Static Differential Analysis Tool of Network Protocol Parsers☆30Feb 21, 2024Updated 2 years ago
- Website for Learning from "Big Code"☆30Jun 19, 2021Updated 5 years ago