Ecosyste.ms: Awesome

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

7 "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

3,452 stars
575 forks
834 projects

Last updated: 06 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

1,284 stars
178 forks
137 projects

Last updated: 06 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

303 stars
61 forks
78 projects

Last updated: 27 Apr 2024

awesome-xai

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

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

120 stars
11 forks
101 projects

Last updated: 29 Apr 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

33 stars
6 forks
190 projects

Last updated: 02 May 2024

awesome-counterfactual-explanations

This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃

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

10 stars
0 forks
37 projects

Last updated: 29 Feb 2024

Keywords
awesome-list 2,418 awesome 2,207 machine-learning 320 list 289 deep-learning 280 resources 230 hacktoberfest 193 awesome-lists 183 lists 163 python 156 javascript 133 security 117 blockchain 98 computer-vision 98 artificial-intelligence 79 data-science 77 nlp 74 ai 74 react 72 open-source 68 android 65 curated-list 65 tools 64 chatgpt 63 natural-language-processing 59 ios 58 learning 57 ethereum 57 linux 55 awesome-readme 53 devops 52 css 52 papers 50 nodejs 47 reinforcement-learning 46 llm 42 kubernetes 42 computer-science 42 game-development 41 robotics 41 frontend 40 macos 39 awesome-resources 39 bitcoin 38 design 37 golang 37 privacy 37 tutorial 37 collection 36 deep-neural-networks 36 php 36 openai 35 large-language-models 35 cybersecurity 35 programming 35 java 34 development 34 datasets 33 rust 33 books 32 swift 32 web 32 cryptocurrency 32 hacking 32 cloud 32 dataset 31 paper 31 data 30 web3 30 go 30 security-tools 29 opensource 29 education 29 iot 29 gamedev 27 vue 27 database 27 tutorials 27 neural-network 27 gpt 27 data-visualization 27 aws 26 tensorflow 25 html 25 smart-contracts 25 community 24 collections 24 architecture 24 research 24 free 24 libraries 24 courses 24 software 23 docker 23 flutter 23 ruby 23 gpt-4 22 framework 22 typescript 21 video 21 game 21 automation 21 paper-list 21 solidity 21 react-native 21 developer-tools 21 github 21 games 20 api 20 defi 20 reactjs 20 gpt-3 20 links 19 hardware 19 testing 19 music 19 angular 19 object-detection 19 algorithms 19 documentation 19 bioinformatics 18 awesomeness 18 serverless 18 pytorch 18 unity 18 embedded 18 windows 18 audio 18 hacktoberfest-accepted 17 raspberry-pi 17 mobile 17 best-practices 17 ml 17 federated-learning 17 dotnet 17 microsoft 17 cpp 17 computer-graphics 17 cryptography 17 survey 17 graph-neural-networks 17 data-mining 17 youtube 16 pentesting 16 infosec 16 deeplearning 16 r 16 programming-language 16 web-development 16 cloud-computing 16 segmentation 16 containers 16 awsome 16 csharp 16 productivity 16 visualization 16 kotlin 16 git 16 startups 16 penetration-testing 15 azure 15 machinelearning 15 markdown 15 interview 15 osint 15 time-series 15 ui 15 science 15 knowledge-graph 15 slam 14 data-analysis 14 graph 14 c 14 django 14 image-processing 14 decentralized 14 front-end 14 awsome-list 14 microservices 14 transformer 14 neural-networks 14 self-supervised-learning 14 llms 14 graphql 14 website 14 software-engineering 14 chinese 14 language 14 blogs 13 jobs 13 crypto 13 marketing 13 webgl 13 game-engine 13 apple 13 vuejs 13 multimodal 13 saas 13 coding 13 reverse-engineering 13 chatbot 13 guidelines 13 cli 13 optimization 13 python3 13 roadmap 13 deep-reinforcement-learning 13 opendata 13 cloud-native 13 gis 12 mathematics 12 mysql 12 big-data 12 autonomous-vehicles 12 wordpress 12 statistics 12 startup 12 speech-recognition 12 cms 12 knowledge 12 ros 12 data-engineering 12 finance 12 svelte 12 bugbounty 12 bash 12 sql 12 webassembly 12 engineering 12 autonomous-driving 12 stable-diffusion 12 podcast 12 curated 11 pentest 11 prompt-engineering 11 library 11 multimodal-deep-learning 11 detection 11 monitoring 11 distributed-systems 11 code 11 laravel 11 microservice 11 elasticsearch 11 dapp 11 llama 11 diffusion-models 11 generative-ai 11 bert 11 icons 11 hacktoberfest2020 11 dart 11 gan 11 analytics 11 generative-adversarial-network 11 graphics-programming 10 graphics 10 dotnet-core 10 pwa 10 data-structures 10 node 10 recommender-system 10 malware-analysis 10 self-hosted 10 networking 10 text-mining 10 resource 10 ecommerce 10 algorithm 10 generative-art 10 evm 10 unicorns 10 open-data 10 automl 10 static-analysis 10 question-answering 10 apps 10 prompt 10 storage 10 vscode 10 model-compression 10 devsecops 10 performance 10 telegram 10 unity3d 10 mlops 10 android-library 10 wasm 10 backend 10 rails 10 terminal 10 articles 10 seo 10 representation-learning 10 p2p 10 cheatsheet 10 android-development 10 transfer-learning 9 swiftui 9 plugins 9 react-components 9 js 9 front-end-development 9 gpts 9 oss 9 design-systems 9 guide 9 software-development 9 semantic-web 9 webpack 9 chatgpt-api 9 remote-sensing 9 podcasts 9 blog 9 malware 9 authentication 9 pose-estimation 9 point-cloud 9 interview-questions 9 quantization 9 fuzzing 9 databases 9 technology 9 search 9 movies 9 search-engine 9 simulation 9 ansible 8 nerf 8 powershell 8 cv 8 book 8 sentiment-analysis 8 fpga 8 cross-platform 8 3d-graphics 8 vision-and-language 8 prometheus 8 speech-processing 8 creative-coding 8 microservices-architecture 8 jupyter-notebook 8 art 8 geospatial 8 hacktoberfest2021 8 transformers 8 indonesia 8 projects 8 developer 8 ctf 8 course 8 korean 8 planning 8 multimodal-learning 8 reddit 8 videos 8 command-line 8 text-to-image 8 augmented-reality 8 haskell 8 mac 8 pruning 8 language-model 8 edge-computing 8 quantum-computing 8 management 8 ubuntu 8 ux 8 xcode 8 neural-architecture-search 8 free-software 8 erlang 8 postgresql 8 trading 8 json 8 reading-list 8 google 8 system-design 8 article 8 classification 8 spring-boot 8 foss 8 discord 8 vr 8 leadership 8 frameworks 8 bsd 8 operating-system 8 hosting 7 conferences 7 flutter-examples 7 arduino 7 load-testing 7 checklist 7 learning-resources 7 animation 7 3d-vision 7 map 7 font 7 chinese-translation 7 paas 7 email 7 cvpr 7 chemistry 7 blockchain-technology 7 opengl 7 readme 7 spark 7 infrastructure-as-code 7 fintech 7 gaming 7 explainable-ai 7 time-series-analysis 7 beginner-friendly 7 programming-languages 7 terraform 7 ide 7 notes 7 websites 7 open-science 7 application 7 adversarial-attacks 7 aigc 7 infrastructure 7 static-site-generator 7 forensics 7 sysadmin 7 curated-lists 7 k8s 7 bots 7 speech 7 conference 7 few-shot-learning 7 flutter-apps 7 bookmarks 7 ui-design 7 nginx 7 ionic 7 xai 7 adversarial-machine-learning 7 webcomponents 7 machine-learning-algorithms 7 vulnerabilities 7 fairness 7 yolo 7 speech-to-text 7 twitter 7 reference 7 hacking-tools 7 in-context-learning 7 applications 7 semantic-segmentation 7 gpu 7 flask 7 maps 7 nosql 7 rest-api 7 lightning-network 7 drug-discovery 7 wordpress-plugin 7 gpt4 7 interpretability 7 healthcare 7 btc 7 social-network 6 earth-observation 6 engineering-management 6 software-architecture 6 career 6 image-classification 6 android-app 6 consensus 6 privacy-tools 6 apis 6 hacks 6 arkit 6 trading-strategies 6 awesome-go 6 writing 6 leetcode 6 linux-desktop 6 gcp 6 nextjs 6 design-patterns 6 spring 6 workflow 6 android-application 6 vision-transformer 6 layer2 6 hacktoberfest2022 6 electronics 6 low-code 6 no-code 6 rdf 6 redux 6 remote-work 6 browser 6 sora 6 reactive-programming 6 reasoning 6