An open API service indexing awesome lists of open source software.

"fairness" Awesome Lists

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml

3,757 stars
599 forks
1,345 projects

Last updated: 08 Apr 2025

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

adversarial-machine-learning ai-alignment backdoor causality deep-learning fairness gradient-leakage green-ai hallucinations interpretable-deep-learning

364 stars
35 forks
139 projects

Last updated: 12 Apr 2025

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

ai bias deep-learning fairness gender-bias interpretability machine-learning xai

319 stars
65 forks
78 projects

Last updated: 09 Apr 2025

Awesome-Fair-Graph-Learning

Paper List for Fair Graph Learning (FairGL).

fairness graph-learning graph-neural-networks

136 stars
14 forks
103 projects

Last updated: 31 Mar 2025

awesome-distribution-shift

A curated list of papers and resources about the distribution shift in machine learning.

artificial-intelligence deep-learning distribution-shift domain-adaptation domain-generalization fairness generalization graph machine-learning neural-network

114 stars
9 forks
204 projects

Last updated: 05 Apr 2025

awesome-ml-fairness

Papers and online resources related to machine learning fairness

awesome fairness fairness-ai fairness-ml human-ai-interaction machine-learning papers research-paper trustworthy-machine-learning

71 stars
6 forks
236 projects

Last updated: 11 Apr 2025

apprenticeship

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

awesome blockchain fairness federated-learning machine-unlearning paper privacy recommender-systems

32 stars
2 forks
189 projects

Last updated: 16 Feb 2025

Awesome-Robust-Machine-Learning

A curated list of Robust Machine Learning papers/articles and recent advancements.

awesome-list bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ai fairness-ml

29 stars
0 forks
906 projects

Last updated: 16 Dec 2024

awesome-distribution-shift

A curated list of Distribution Shift papers/articles and recent advancements.

bias-detection concept-shift covariate-shift data data-shift distribution-shift fairness fairness-ml label-shift machine-learning

15 stars
1 forks
269 projects

Last updated: 18 Dec 2024

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web3 42 html 42 development 41 exercises 40 gpt 40 security-tools 40 opensource 40 data 40 vue 39 free 39 gamedev 38 tutorials 38 data-visualization 38 docker 37 typescript 36 collections 35 developer-tools 35 github 35 database 34 llms 34 documentation 33 research 33 paper-list 33 neural-network 33 reactjs 33 iot 32 framework 32 automation 32 aws 32 game 31 software 31 ruby 30 hardware 30 ml 29 cpp 29 testing 29 community 29 flutter 28 video 28 graph-neural-networks 28 algorithms 28 architecture 28 games 28 solidity 28 web-development 27 smart-contracts 27 tensorflow 27 libraries 27 generative-ai 27 transformer 27 csharp 26 dotnet 26 react-native 26 links 26 bioinformatics 26 windows 26 software-engineering 25 music 25 git 25 api 25 crypto 25 pentesting 24 django 24 defi 24 science 24 penetration-testing 24 diffusion-models 24 computer-graphics 24 angular 24 unity 23 self-supervised-learning 23 embedded 23 r 23 library 23 pytorch 23 agent 23 awsome-list 22 productivity 22 gpt-3 22 self-hosted 22 object-detection 22 cryptography 22 game-engine 22 microsoft 22 youtube 22 markdown 22 best-practices 22 infosec 22 gpt-4 22 coding 22 kotlin 21 neural-networks 21 awesomeness 21 apple 21 data-analysis 21 serverless 21 ui 21 engineering 21 knowledge-graph 21 projects 21 mobile 21 osint 21 hacktoberfest-accepted 21 cloud-computing 20 roadmap 20 startups 20 python3 20 programming-language 20 data-mining 20 website 20 mathematics 20 visualization 20 opendata 20 c 20 multimodal 20 apps 20 segmentation 20 slam 20 audio 20 federated-learning 19 raspberry-pi 19 sql 19 graph 19 deeplearning 19 awsome 19 azure 19 3d 19 jobs 19 guidelines 19 prompt-engineering 18 machinelearning 18 chatbot 18 bash 18 cli 18 graphql 18 marketing 18 blogs 18 blog 18 time-series 18 llama 18 bugbounty 18 startup 18 interview 18 front-end 18 chinese 18 js 18 language 17 knowledge 17 nextjs 17 decentralized 17 code 17 curated 17 autonomous-driving 17 cheatsheet 17 generative-art 17 algorithm 17 containers 17 saas 17 representation-learning 17 statistics 17 networking 16 mlops 16 image-processing 16 learning-resources 16 data-structures 16 analytics 16 webgl 16 optimization 16 bert 16 foundation-models 16 microservices 16 resource 16 aigc 16 articles 16 stable-diffusion 16 technology 15 autonomous-vehicles 15 cloud-native 15 big-data 15 transformers 15 graphics 15 devsecops 15 software-development 15 monitoring 15 ros 15 distributed-systems 15 reverse-engineering 15 detection 15 pentest 15 nerf 15 dart 14 telegram 14 animation 14 icons 14 readme 14 android-development 14 webassembly 14 mysql 14 recommender-system 14 terminal 14 node 14 android-library 14 prompt 14 performance 14 speech-recognition 14 seo 14 mac 14 data-engineering 14 selfhosted 14 multimodal-deep-learning 14 vuejs 14 react-components 14 backend 14 dotnet-core 13 remote-sensing 13 evm 13 foss 13 microservice 13 elasticsearch 13 p2p 13 podcast 13 laravel 13 swiftui 13 mcp 13 open-data 13 unicorns 13 generative-adversarial-network 13 art 13 command-line 13 finance 13 gis 13 guide 13 pose-estimation 13 deep-reinforcement-learning 13 static-analysis 12 svelte 12 plugins 12 graphics-programming 12 gaming 12 frameworks 12 es6 12 cms 12 storage 12 fuzzing 12 point-cloud 12 language-model 12 discord 12 rails 12 oss 12 malware-analysis 12 image 12 large-language-model 12 wasm 12 dapp 12 ai-agents 12 objective-c 12 search-engine 12 search 12 font 12 gan 12 transfer-learning 12 pwa 12 videos 12 postgresql 12 wordpress 12 ecommerce 12 question-answering 11 webapp 11 quantum-computing 11 beginner-friendly 11 npm 11 design-systems 11 automl 11 vision-and-language 11 leetcode 11 sysadmin 11 vscode 11 free-software 11 cross-platform 11 3d-graphics 11 programming-languages 11 open-science 11 text-to-image 11 webpack 11 creative-coding 11 databases 11 speech-processing 11 front-end-development 11 ansible 11 network 11 planning 11 anomaly-detection 11 hacktoberfest2020 11 bookmarks 11 ui-design 11 multimodal-learning 11 sustainability 11 cvpr 11 course 11 reasoning 11 unity3d 11 ctf 11 application 11 gpts 10 hosting 10 flutter-apps 10 operating-system 10 docs 10 medical-imaging 10 writing 10 semantic-web 10 golang-library 10 guides 10 model-compression 10 rag 10 diffusion 10 code-generation 10 vr 10 reading-list 10 hacking-tools 10 android-application 10 interview-questions 10 authentication 10 developer 10 rest-api 10 deepseek 10 movies 10 unsupervised-learning 10 text-mining 10 climate-change 10 interpretability 10 hacktoberfest2021 10 haskell 10 cv 10 management 10 machine-learning-algorithms 10 infrastructure-as-code 10 time-series-analysis 10 datascience 10 arduino 10 agents 10 bot 10 threat-intelligence 10 yolo 10 cuda 10 gpu 10 chatgpt-api 10 image-generation 10 indonesia 10 benchmark 10 geospatial 10 webdevelopment 10 android-app 10 students 10 edge-computing 10 static-site-generator 9 podcasts 9 sre 9 flutter-examples 9 fairness 9 ux 9 material-design 9 reference 9 sentiment-analysis 9 jupyter-notebook 9 bug-bounty 9 trading 9 applications 9 news 9 privacy-tools 9 augmented-reality 9 email 9 ros2 9 google 9 solana 9 ionic 9 webcomponents 9 quantization 9 conference 9 malware 9 cicd 9 flask 9 microservices-architecture 9 mobile-development 9 article 9 classification 9 social-network 9 chrome 9 neuroscience 9 shell 9 explainable-ai 9 blockchain-technology 9 system-design 9 chain-of-thought 9 reddit 9 electronics 9 fpga 9 anime 9 ide 9 erlang 9 book 9 arkit 9 websites 9 swift-library 9 few-shot-learning 9 simulation 9 cyber-security 9 3d-reconstruction 9 semantic-segmentation 9 in-context-learning 9 leadership 9 math 9 knowledge-base 9 exploit 9 video-generation 9 unix 9 ruby-on-rails 8 unreal-engine 8 chinese-translation 8 robot 8 physics 8 self-driving-car 8 electron 8 ubuntu 8 redux 8