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awesome-xai

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

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

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Last updated: 15 May 2024

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awesome-list 3,302 awesome 2,971 machine-learning 395 list 369 deep-learning 343 awesome-lists 313 resources 284 hacktoberfest 241 python 192 lists 187 javascript 172 programming 150 security 142 ai 134 computer-vision 132 blockchain 124 artificial-intelligence 123 data-science 103 llm 102 nlp 98 tools 97 open-source 97 react 93 chatgpt 85 natural-language-processing 80 android 79 large-language-models 77 linux 77 learning 73 awesome-readme 73 curated-list 71 ios 70 css 68 ethereum 68 devops 67 papers 67 awesome-resources 63 playground 60 courses 59 nodejs 59 computer-science 59 free-resources 58 game-development 57 getvm 57 reinforcement-learning 55 kubernetes 55 macos 55 privacy 53 cybersecurity 52 golang 51 robotics 50 tutorial 49 java 49 collection 48 rust 48 design 48 frontend 47 bitcoin 47 hands-on 47 labex 47 education 46 paper 46 hacking 45 go 44 swift 43 openai 43 web 43 cryptocurrency 43 books 42 web3 42 datasets 42 cloud 42 php 41 dataset 41 deep-neural-networks 40 exercises 40 free 40 security-tools 39 gpt 39 data 39 development 39 html 39 tutorials 37 vue 36 gamedev 36 survey 36 data-visualization 35 opensource 35 docker 35 database 34 research 33 developer-tools 32 paper-list 32 iot 32 typescript 32 github 32 reactjs 31 framework 30 community 30 neural-network 30 software 29 ruby 29 documentation 29 aws 29 collections 29 hardware 28 llms 28 video 28 game 28 smart-contracts 28 tensorflow 27 flutter 27 libraries 27 architecture 27 cpp 27 testing 26 graph-neural-networks 26 transformer 26 web-development 26 gpt-4 26 bioinformatics 26 links 25 solidity 25 games 25 defi 25 music 25 automation 25 generative-ai 25 git 25 algorithms 25 crypto 25 csharp 25 angular 24 react-native 24 software-engineering 24 windows 24 pytorch 24 dotnet 24 api 23 computer-graphics 23 unity 23 django 23 gpt-3 23 audio 23 self-supervised-learning 22 projects 22 r 22 library 22 youtube 22 embedded 22 cryptography 22 best-practices 22 diffusion-models 22 penetration-testing 22 science 22 ml 22 microsoft 21 object-detection 21 awsome-list 21 pentesting 21 markdown 21 visualization 21 self-hosted 21 data-analysis 21 productivity 21 kotlin 21 ui 20 awesomeness 20 apple 20 opendata 20 startups 20 c 20 segmentation 20 osint 20 serverless 20 infosec 20 awsome 20 hacktoberfest-accepted 19 mathematics 19 sql 19 neural-networks 19 data-mining 19 cloud-computing 19 programming-language 19 chinese 18 engineering 18 federated-learning 18 website 18 jobs 18 raspberry-pi 18 azure 18 roadmap 18 stable-diffusion 18 game-engine 18 interview 17 coding 17 mobile 17 time-series 17 saas 17 statistics 17 guidelines 17 autonomous-driving 17 deeplearning 17 containers 17 cli 17 llama 17 python3 17 knowledge-graph 17 image-processing 17 algorithm 17 graph 17 apps 17 graphql 17 knowledge 17 startup 17 language 16 optimization 16 microservices 16 bash 16 front-end 16 decentralized 16 learning-resources 16 webgl 16 articles 16 curated 16 marketing 16 chatbot 16 blogs 16 multimodal 16 blog 16 cheatsheet 16 mlops 16 code 16 slam 16 analytics 15 generative-art 15 technology 15 machinelearning 15 aigc 15 devsecops 15 graphics 15 bert 15 reverse-engineering 15 cloud-native 15 networking 15 bugbounty 15 pentest 15 prompt-engineering 15 representation-learning 15 big-data 15 resource 15 autonomous-vehicles 15 software-development 15 selfhosted 14 prompt 14 data-structures 14 recommender-system 14 nerf 14 ros 14 transformers 14 foundation-models 14 detection 14 vuejs 14 data-engineering 14 mac 14 terminal 14 dotnet-core 13 backend 13 generative-adversarial-network 13 unicorns 13 distributed-systems 13 finance 13 readme 13 microservice 13 remote-sensing 13 3d 13 ansible 13 multimodal-deep-learning 13 font 13 deep-reinforcement-learning 13 mysql 13 icons 13 gis 13 open-data 13 telegram 13 agent 13 dart 13 laravel 13 webassembly 13 cms 13 nextjs 13 performance 13 foss 13 speech-recognition 13 pwa 12 image 12 android-library 12 malware-analysis 12 seo 12 animation 12 dapp 12 art 12 plugins 12 rails 12 p2p 12 wordpress 12 swiftui 12 android-development 12 discord 12 command-line 12 haskell 12 svelte 12 podcast 12 objective-c 12 gan 12 ecommerce 12 oss 12 graphics-programming 12 monitoring 12 guide 12 js 11 free-software 11 databases 11 question-answering 11 node 11 unity3d 11 automl 11 ui-design 11 react-components 11 course 11 elasticsearch 11 creative-coding 11 videos 11 front-end-development 11 planning 11 pose-estimation 11 vision-and-language 11 storage 11 cvpr 11 vscode 11 sysadmin 11 gaming 11 wasm 11 static-analysis 11 frameworks 11 hacktoberfest2020 11 hosting 11 transfer-learning 11 docs 10 beginner-friendly 10 golang-library 10 point-cloud 10 malware 10 language-model 10 operating-system 10 design-systems 10 gpu 10 climate-change 10 cv 10 model-compression 10 interview-questions 10 speech-processing 10 article 10 explainable-ai 10 text-mining 10 guides 10 webpack 10 network 10 ux 10 chatgpt-api 10 privacy-tools 10 arduino 10 3d-graphics 10 hacktoberfest2021 10 bookmarks 10 movies 10 fuzzing 10 search 10 search-engine 10 rest-api 10 text-to-image 10 postgresql 10 vr 10 developer 10 evm 10 ctf 10 gpts 10 interpretability 10 diffusion 10 yolo 10 indonesia 10 programming-languages 10 medical-imaging 9 conference 9 cross-platform 9 time-series-analysis 9 large-language-model 9 fairness 9 unix 9 classification 9 social-network 9 simulation 9 anomaly-detection 9 swift-library 9 infrastructure-as-code 9 leetcode 9 code-generation 9 podcasts 9 open-science 9 augmented-reality 9 edge-computing 9 authentication 9 hacking-tools 9 application 9 image-generation 9 unsupervised-learning 9 datascience 9 sre 9 ide 9 multimodal-learning 9 generative-model 9 management 9 semantic-web 9 cicd 9 machine-learning-algorithms 9 sustainability 9 applications 9 microservices-architecture 9 benchmark 9 cuda 9 flask 9 webcomponents 9 erlang 9 students 9 blockchain-technology 9 json 9 fpga 9 reddit 9 npm 9 trading 9 quantization 9 jupyter-notebook 9 google 9 book 9 reading-list 9 writing 9 ionic 9 system-design 9 quantum-computing 9 prometheus 8 virtual-reality 8 tracking 8 dapps 8 unreal-engine 8 bsd 8 3d-reconstruction 8 functional-programming 8 software-architecture 8 spring-boot 8 threat-intelligence 8 bots 8 ruby-on-rails 8 powershell 8 shell 8 pruning 8 reference 8 korean 8 k8s 8 cncf 8 email 8 btc 8 engine 8 minecraft 8 swift-language 8 incident-response 8 paperlist 8 xai 8 curated-lists 8 ros2 8 earth-observation 8 news 8 conferences 8 ubuntu 8 flutter-apps 8 fonts 8 chinese-translation 8 in-context-learning 8 bug-bounty 8 geospatial 8 embedded-systems 8 electronics 8 opencv 8 few-shot-learning 8 flutter-examples 8 data-analytics 8 services 8 leadership 8 cyber-security 8 exploit 8 linux-desktop 8