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The Top 23 Robustness Open Source Projects

Open source projects categorized as Robustness
Categories > Robustness
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5most recent commit 3 months ago
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 7 months agopypi advertorch} Downloads
Generalization Causality ⭐ 993
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization model各式各样研究的阅读笔记
most recent commit 4 months ago
Robustness ⭐ 728
Corruption and Perturbation Robustness (ICLR 2019)
total releases 3most recent commit 2 years ago
Openood ⭐ 681
Benchmarking Generalized Out-of-Distribution Detection
most recent commit 3 months ago
Natural Adv Examples ⭐ 559
A Harder ImageNet Test Set (CVPR 2021)
most recent commit 3 months ago
Interspeech 2023 Papers ⭐ 513
INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
most recent commit 3 months ago
Safe Control Gym ⭐ 477
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
most recent commit 3 months ago
Advances In Label Noise Learning ⭐ 465
A curated (most recent) list of resources for Learning with Noisy Labels
most recent commit 10 months ago
Photoguard ⭐ 431
Raising the Cost of Malicious AI-Powered Image Editing
most recent commit a year ago
Faceimagequality ⭐ 416
Code and information for face image quality assessment with SER-FIQ
most recent commit a year ago
Awesome Llm Uncertainty Reliability Robustness ⭐ 407
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
most recent commit 4 months ago
Awesome Out Of Distribution Detection ⭐ 400
A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
most recent commit 6 months ago
Awesome Source Free Test Time Adaptation ⭐ 340
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
most recent commit 7 months ago
Awesome Graph Attack Papers ⭐ 315
Adversarial attacks and defenses on Graph Neural Networks.
most recent commit 10 months ago
Assembled Cnn ⭐ 311
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
most recent commit 3 years ago
Model Vs Human ⭐ 301
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
most recent commit 4 months ago
Easyrobust ⭐ 293
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
most recent commit 3 months ago
Diffusion Classifier ⭐ 255
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
most recent commit 5 months ago
Awesome Trustworthy Deep Learning ⭐ 254
A curated list of trustworthy deep learning papers. Daily updating...
most recent commit 3 months ago
Linqit ⭐ 241
Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
total releases 3most recent commit a year ago
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2most recent commit 4 months agopypi auto-LiRPA} Downloads
Adversarial Explainable Ai ⭐ 235
💡 Adversarial attacks on explanations and how to defend them
most recent commit 6 months ago
The 3 Most Depended On Robustness Open Source Projects
Ipa.js ⭐ 11
Interface manager
dependent packages 2total releases 14latest release August 20, 2018most recent commit 5 years agonpm ipa.js} Downloads
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 7 months agopypi advertorch} Downloads
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2latest release September 21, 2022most recent commit 4 months agopypi auto-LiRPA} Downloads
The 10 Latest Releases In Robustness Open Source Projects
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5latest release December 05, 2023most recent commit 3 months ago
Virny ⭐ 7
An in-depth performance profiling library for machine learning models
total releases 4latest release August 14, 2023most recent commit 4 months ago
Recentrifuge ⭐ 83
Recentrifuge: robust comparative analysis and contamination removal for metagenomics
total releases 77latest release January 16, 2023most recent commit 3 months ago
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2latest release September 21, 2022most recent commit 4 months agopypi auto-LiRPA} Downloads
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11latest release August 24, 2022most recent commit 2 years ago
Clustassess ⭐ 13
Tools for assessing clustering robustness
total releases 3latest release January 26, 2022most recent commit 2 years ago
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