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awesome-fair

A curated list of awesome stuff around the FAIR principles for (scientific) data, i.e that data is findable, accessable, interoperable and re-usable.

ai-ready awesome awesome-list data-provenance data-science digital-objects fair fair-digital-objects fair-principles fdo

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66 projects

Last updated: 05 Apr 2025

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awesome-list 3,496 awesome 3,185 machine-learning 414 list 398 awesome-lists 380 deep-learning 354 resources 304 hacktoberfest 238 python 200 lists 194 javascript 185 ai 180 programming 159 security 157 llm 134 artificial-intelligence 134 computer-vision 130 blockchain 129 nlp 108 data-science 104 tools 104 open-source 101 react 101 large-language-models 92 chatgpt 90 android 85 natural-language-processing 84 linux 78 learning 77 awesome-readme 76 css 74 papers 74 ios 72 curated-list 72 ethereum 72 devops 70 awesome-resources 69 nodejs 63 computer-science 61 reinforcement-learning 60 playground 60 game-development 58 free-resources 58 courses 58 rust 57 getvm 57 kubernetes 56 cybersecurity 55 macos 55 robotics 54 collection 53 java 53 golang 52 tutorial 52 design 52 privacy 52 web 49 paper 48 frontend 48 hacking 47 bitcoin 47 go 47 hands-on 47 labex 47 php 45 swift 45 survey 44 openai 44 datasets 44 web3 43 books 43 cryptocurrency 43 deep-neural-networks 43 cloud 42 exercises 42 education 42 html 42 dataset 42 gpt 41 development 41 data 40 security-tools 40 vue 39 free 39 opensource 39 data-visualization 38 gamedev 38 tutorials 38 docker 37 llms 36 typescript 36 documentation 35 developer-tools 35 collections 35 github 35 database 34 reactjs 33 research 33 paper-list 33 neural-network 33 framework 32 automation 32 aws 32 iot 32 game 31 software 31 cpp 29 testing 29 ml 29 hardware 29 ruby 29 community 29 flutter 28 video 28 graph-neural-networks 28 games 28 smart-contracts 28 architecture 28 solidity 28 algorithms 28 tensorflow 27 web-development 27 transformer 27 generative-ai 27 libraries 27 react-native 26 dotnet 26 api 26 links 26 csharp 26 bioinformatics 26 windows 25 crypto 25 defi 25 music 25 software-engineering 25 git 25 django 24 computer-graphics 24 pentesting 24 science 24 angular 24 penetration-testing 24 diffusion-models 24 agent 23 pytorch 23 embedded 23 productivity 23 cryptography 23 self-supervised-learning 23 unity 23 library 23 r 23 coding 22 markdown 22 gpt-3 22 infosec 22 object-detection 22 game-engine 22 microsoft 22 best-practices 22 awsome-list 22 mobile 22 gpt-4 22 data-analysis 21 projects 21 apple 21 knowledge-graph 21 ui 21 serverless 21 awesomeness 21 engineering 21 osint 21 self-hosted 21 neural-networks 21 hacktoberfest-accepted 21 kotlin 21 youtube 21 roadmap 20 programming-language 20 audio 20 opendata 20 data-mining 20 segmentation 20 visualization 20 multimodal 20 slam 20 cloud-computing 20 startups 20 mathematics 20 python3 20 website 20 raspberry-pi 19 prompt-engineering 19 guidelines 19 deeplearning 19 chinese 19 c 19 apps 19 sql 19 azure 19 awsome 19 jobs 19 federated-learning 19 graph 19 3d 19 js 18 startup 18 saas 18 llama 18 machinelearning 18 time-series 18 marketing 18 cli 18 blogs 18 graphql 18 bash 18 front-end 18 interview 18 chatbot 18 blog 18 bugbounty 18 decentralized 17 representation-learning 17 knowledge 17 curated 17 generative-art 17 containers 17 language 17 statistics 17 nextjs 17 autonomous-driving 17 cheatsheet 17 algorithm 17 code 17 analytics 16 stable-diffusion 16 data-structures 16 webgl 16 learning-resources 16 networking 16 bert 16 mlops 16 articles 16 foundation-models 16 aigc 16 microservices 16 image-processing 16 resource 16 optimization 16 devsecops 15 reverse-engineering 15 big-data 15 software-development 15 mcp 15 technology 15 cloud-native 15 pentest 15 ros 15 detection 15 monitoring 15 nerf 15 autonomous-vehicles 15 transformers 15 distributed-systems 15 graphics 15 animation 14 mysql 14 webassembly 14 data-engineering 14 react-components 14 terminal 14 backend 14 multimodal-deep-learning 14 speech-recognition 14 android-library 14 prompt 14 selfhosted 14 icons 14 readme 14 performance 14 android-development 14 dart 14 recommender-system 14 seo 14 vuejs 14 node 14 telegram 14 plugins 13 p2p 13 guide 13 elasticsearch 13 deep-reinforcement-learning 13 finance 13 remote-sensing 13 swiftui 13 dotnet-core 13 dapp 13 podcast 13 command-line 13 pose-estimation 13 open-data 13 microservice 13 gis 13 laravel 13 evm 13 mac 13 foss 13 art 13 generative-adversarial-network 13 unicorns 13 svelte 12 postgresql 12 static-analysis 12 storage 12 large-language-model 12 discord 12 frameworks 12 cms 12 wordpress 12 font 12 search 12 wasm 12 videos 12 gaming 12 ai-agents 12 point-cloud 12 fuzzing 12 gan 12 oss 12 es6 12 malware-analysis 12 ecommerce 12 graphics-programming 12 pwa 12 language-model 12 image 12 transfer-learning 12 rails 12 search-engine 12 agents 11 multimodal-learning 11 creative-coding 11 sustainability 11 reasoning 11 speech-processing 11 front-end-development 11 vision-and-language 11 webapp 11 code-generation 11 application 11 ansible 11 automl 11 npm 11 question-answering 11 databases 11 bookmarks 11 ui-design 11 quantum-computing 11 ctf 11 leetcode 11 hacktoberfest2020 11 vscode 11 rest-api 11 sysadmin 11 course 11 webpack 11 planning 11 free-software 11 unity3d 11 network 11 3d-graphics 11 cvpr 11 beginner-friendly 11 design-systems 11 programming-languages 11 objective-c 11 cross-platform 11 anomaly-detection 11 text-to-image 11 open-science 11 chatgpt-api 10 interview-questions 10 haskell 10 time-series-analysis 10 webdevelopment 10 operating-system 10 vr 10 cuda 10 deepseek 10 guides 10 flutter-apps 10 hosting 10 unsupervised-learning 10 authentication 10 model-compression 10 gpts 10 management 10 docs 10 edge-computing 10 benchmark 10 writing 10 indonesia 10 threat-intelligence 10 machine-learning-algorithms 10 solana 10 medical-imaging 10 bot 10 yolo 10 image-generation 10 rag 10 interpretability 10 datascience 10 gpu 10 hacktoberfest2021 10 text-mining 10 students 10 android-app 10 android-application 10 developer 10 diffusion 10 blockchain-technology 10 geospatial 10 hacking-tools 10 movies 10 cv 10 golang-library 10 reading-list 10 climate-change 10 semantic-web 10 arduino 10 infrastructure-as-code 9 in-context-learning 9 flask 9 cyber-security 9 malware 9 quantization 9 exploit 9 cicd 9 simulation 9 math 9 knowledge-base 9 few-shot-learning 9 google 9 microservices-architecture 9 conference 9 explainable-ai 9 fairness 9 augmented-reality 9 anime 9 chain-of-thought 9 system-design 9 neuroscience 9 news 9 social-network 9 material-design 9 trading 9 email 9 video-generation 9 static-site-generator 9 ionic 9 reddit 9 reference 9 ide 9 semantic-segmentation 9 book 9 3d-reconstruction 9 websites 9 multimodal-large-language-models 9 jupyter-notebook 9 sre 9 shell 9 fpga 9 bug-bounty 9 podcasts 9 article 9 mobile-development 9 unix 9 leadership 9 ros2 9 arkit 9 sentiment-analysis 9 webcomponents 9 chrome 9 swift-library 9 flutter-examples 9 linux-desktop 9 ux 9 privacy-tools 9 erlang 9 classification 9 physics 8 review 8 llmops 8 speech 8 notes 8 virtual-reality 8 electron 8 lua 8 applications 8