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"xai" 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

3,466 stars
575 forks
1,366 projects

Last updated: 29 May 2024

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

counterfactual-explanations explainable-ai explanation-system interpretability interpretable-ai recourse xai xml

1,288 stars
178 forks
137 projects

Last updated: 18 May 2024

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

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

306 stars
61 forks
78 projects

Last updated: 19 May 2024

awesome-xai

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

awesome awesome-list explanations saliency-maps saliency-methods xai

122 stars
12 forks
101 projects

Last updated: 15 May 2024

AwesomeResponsibleAI

A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI and Human-Centered AI.

awesome-list ethical-ai explainable-ai fairness-ai interpretable-ai responsible-ai trustworthy-ai xai

36 stars
6 forks
479 projects

Last updated: 28 May 2024

awesome-lists-machine-learning

A curated list of awesome lists on Machine Learning.

artificial-intelligence awesome-list computer-vision deep-learning machine-learning xai

30 stars
2 forks
46 projects

Last updated: 20 Dec 2024

awesome-counterfactual-explanations

This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Contributions are welcome! Our maintenance capacity is limited, so we highly appreciate pull requests.

awasome counterfactual-explanations explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

15 stars
0 forks
37 projects

Last updated: 11 Dec 2024

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awesome-list 3,397 awesome 3,067 machine-learning 401 list 371 awesome-lists 364 deep-learning 347 resources 292 hacktoberfest 237 python 194 lists 192 javascript 176 programming 155 ai 151 security 148 computer-vision 133 artificial-intelligence 128 blockchain 126 llm 114 tools 104 nlp 104 data-science 103 open-source 102 react 97 chatgpt 91 large-language-models 84 natural-language-processing 84 android 82 learning 76 linux 76 awesome-readme 74 ios 72 css 72 curated-list 70 ethereum 70 papers 69 devops 66 awesome-resources 66 nodejs 61 computer-science 60 playground 60 courses 59 free-resources 58 reinforcement-learning 57 game-development 57 kubernetes 57 getvm 57 macos 56 cybersecurity 55 golang 52 privacy 52 tutorial 52 robotics 52 rust 51 java 50 collection 49 design 49 paper 47 bitcoin 47 frontend 47 labex 47 hands-on 47 go 46 swift 46 hacking 46 education 46 web 45 books 44 datasets 43 openai 43 dataset 42 html 42 cryptocurrency 42 web3 42 cloud 41 php 41 data 40 deep-neural-networks 40 exercises 40 security-tools 40 gpt 40 development 39 free 39 vue 38 tutorials 37 survey 37 docker 36 gamedev 36 opensource 36 data-visualization 36 typescript 35 github 33 paper-list 33 database 33 research 33 iot 32 llms 32 developer-tools 31 documentation 31 collections 31 reactjs 31 aws 31 framework 30 software 30 neural-network 30 community 30 game 29 hardware 29 automation 29 ruby 29 architecture 28 video 28 graph-neural-networks 27 flutter 27 generative-ai 27 tensorflow 27 libraries 27 smart-contracts 27 games 26 music 26 solidity 26 gpt-4 26 transformer 26 bioinformatics 26 testing 26 cpp 26 algorithms 26 links 26 crypto 25 git 25 windows 25 software-engineering 25 csharp 25 web-development 25 ml 25 defi 24 dotnet 24 penetration-testing 24 react-native 24 angular 24 api 24 pytorch 24 science 23 diffusion-models 23 computer-graphics 23 markdown 23 pentesting 23 library 23 gpt-3 23 embedded 23 django 23 unity 23 awsome-list 22 infosec 22 youtube 22 self-supervised-learning 22 kotlin 22 r 22 productivity 22 best-practices 22 microsoft 22 audio 22 projects 22 object-detection 21 awesomeness 21 data-analysis 21 apple 21 self-hosted 21 cryptography 21 opendata 20 ui 20 visualization 20 startups 20 cloud-computing 20 mathematics 20 serverless 20 c 20 osint 20 knowledge-graph 20 neural-networks 20 segmentation 20 programming-language 19 chinese 19 azure 19 engineering 19 jobs 19 sql 19 mobile 19 hacktoberfest-accepted 19 game-engine 19 awsome 19 coding 19 data-mining 19 llama 18 raspberry-pi 18 interview 18 python3 18 guidelines 18 website 18 federated-learning 18 apps 18 blogs 18 marketing 18 startup 18 roadmap 18 containers 17 autonomous-driving 17 chatbot 17 deeplearning 17 front-end 17 blog 17 bash 17 bugbounty 17 prompt-engineering 17 multimodal 17 learning-resources 17 graphql 17 time-series 17 cheatsheet 17 stable-diffusion 17 knowledge 17 decentralized 17 algorithm 17 cli 17 graph 17 code 16 statistics 16 image-processing 16 resource 16 webgl 16 saas 16 agent 16 articles 16 mlops 16 optimization 16 language 16 representation-learning 16 microservices 16 slam 16 curated 16 bert 16 software-development 15 networking 15 transformers 15 generative-art 15 3d 15 foundation-models 15 big-data 15 machinelearning 15 nextjs 15 vuejs 15 cloud-native 15 graphics 15 analytics 15 autonomous-vehicles 15 reverse-engineering 15 pentest 15 technology 15 aigc 15 detection 14 dart 14 mysql 14 data-engineering 14 nerf 14 readme 14 ros 14 mac 14 devsecops 14 icons 14 recommender-system 14 selfhosted 14 prompt 14 terminal 14 telegram 14 data-structures 14 cms 13 laravel 13 distributed-systems 13 open-data 13 speech-recognition 13 microservice 13 finance 13 gis 13 performance 13 unicorns 13 remote-sensing 13 deep-reinforcement-learning 13 seo 13 swiftui 13 foss 13 backend 13 animation 13 generative-adversarial-network 13 webassembly 13 dotnet-core 13 multimodal-deep-learning 13 monitoring 13 question-answering 12 haskell 12 plugins 12 wordpress 12 search 12 ecommerce 12 p2p 12 rails 12 postgresql 12 discord 12 pwa 12 storage 12 oss 12 android-library 12 android-development 12 podcast 12 font 12 gaming 12 search-engine 12 image 12 elasticsearch 12 react-components 12 gan 12 objective-c 12 videos 12 command-line 12 ansible 12 vision-and-language 12 art 12 graphics-programming 12 guide 12 svelte 12 node 12 network 11 webpack 11 ui-design 11 static-analysis 11 dapp 11 fuzzing 11 vscode 11 cvpr 11 pose-estimation 11 automl 11 frameworks 11 beginner-friendly 11 course 11 databases 11 transfer-learning 11 hacktoberfest2020 11 sysadmin 11 chatgpt-api 11 evm 11 free-software 11 point-cloud 11 design-systems 11 movies 11 unity3d 11 creative-coding 11 language-model 11 malware-analysis 11 sustainability 11 wasm 11 planning 11 large-language-model 11 js 11 front-end-development 11 developer 10 gpts 10 gpu 10 docs 10 arduino 10 guides 10 vr 10 students 10 multimodal-learning 10 text-to-image 10 model-compression 10 interpretability 10 writing 10 cuda 10 geospatial 10 speech-processing 10 reading-list 10 indonesia 10 bookmarks 10 ctf 10 operating-system 10 open-science 10 bot 10 cv 10 diffusion 10 quantum-computing 10 3d-graphics 10 authentication 10 cross-platform 10 golang-library 10 hosting 10 climate-change 10 interview-questions 10 programming-languages 10 hacktoberfest2021 10 hacking-tools 10 application 10 edge-computing 10 medical-imaging 10 rest-api 10 text-mining 10 semantic-web 9 quantization 9 article 9 erlang 9 machine-learning-algorithms 9 unix 9 ux 9 benchmark 9 bug-bounty 9 reference 9 android-app 9 android-application 9 simulation 9 arkit 9 book 9 datascience 9 fairness 9 generative-model 9 ionic 9 trading 9 email 9 fpga 9 applications 9 sentiment-analysis 9 conference 9 anomaly-detection 9 microservices-architecture 9 time-series-analysis 9 code-generation 9 unsupervised-learning 9 podcasts 9 flask 9 jupyter-notebook 9 flutter-apps 9 cicd 9 math 9 blockchain-technology 9 webcomponents 9 in-context-learning 9 augmented-reality 9 ide 9 infrastructure-as-code 9 reddit 9 classification 9 news 9 privacy-tools 9 npm 9 social-network 9 leetcode 9 sre 9 management 9 google 9 system-design 9 image-generation 9 malware 9 websites 9 explainable-ai 9 yolo 9 swift-library 9 virtual-reality 8 xcode 8 unreal-engine 8 multimodal-large-language-models 8 twitter 8 tracking 8 adversarial-attacks 8 3d-reconstruction 8 xai 8 redux 8 vision-transformer 8 k8s 8 distributed-database 8 notes 8 devops-tools 8 neuroscience 8 chinese-translation 8 fonts 8 vulnerabilities 8 knowledge-base 8 spring-boot 8 btc 8 pruning 8 incident-response 8 functional-programming 8 dapps 8 static-site-generator 8 linux-desktop 8 ubuntu 8 cyber-security 8 few-shot-learning 8 healthcare 8 neural-architecture-search 8 drug-discovery 8 rag 8 paperlist 8 exploit 8 conferences 8