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"explainable-ai" Awesome Lists

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

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

1,533 stars
209 forks
145 projects

Last updated: 30 Aug 2025

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

ai awesome awesome-list conformal-prediction datascience deeplearning explainable-ai machine-learning machinelearning probability

942 stars
81 forks
1,044 projects

Last updated: 15 Sep 2025

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

active-learning awesome-list bias-detection computer-vision data-centric-ai data-curation data-drift data-versioning data-visualization deep-learning

726 stars
36 forks
56 projects

Last updated: 19 Sep 2025

awesome-agi-cocosci

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

abduction analogy artificial-general-intelligence awesome awesome-list bayesian commonsense computational-cognitive-science developmental-psychology explainable-ai

344 stars
26 forks
1,072 projects

Last updated: 22 Sep 2025

Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

awesome backbone computer-vision deep-learning detection explainable-ai generative-model lidar-point-cloud pose-estimation segmentation

244 stars
29 forks
261 projects

Last updated: 18 Aug 2025

Awesome-Data-Science

Carefully curated list of awesome data science resources.

ai awesome awesome-list data data-science deep-learning explainable-ai interoperability large-scale-machine-learning machine-learning

144 stars
24 forks
210 projects

Last updated: 27 Aug 2025

AwesomeResponsibleAI

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

ai ai-alignment ai-governance ai-regulation ai-safety ai-standards awesome-list ethical-ai explainable-ai fairness-ai

84 stars
17 forks
594 projects

Last updated: 23 Sep 2025

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

21 stars
0 forks
37 projects

Last updated: 04 Jun 2025

awesome-transformer-visualization

Explore visualization tools for understanding Transformer-based large language models (LLMs)

attention-mechanism awesome bert explainable-ai gemma interactive interactive-visualizations large-language-models llm mechanistic-interpretability

16 stars
1 forks
30 projects

Last updated: 07 Aug 2025

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43 development 43 cloud 43 llms 43 web3 43 github 42 gpt 42 data 42 security-tools 41 cryptocurrency 41 typescript 40 data-visualization 39 developer-tools 39 vue 39 gamedev 38 opensource 38 documentation 37 collections 36 docker 36 database 35 ml 35 courses 34 software 34 generative-ai 34 research 34 aws 33 paper-list 33 neural-network 33 web-development 33 reactjs 33 iot 33 automation 32 framework 32 testing 32 game 31 graph-neural-networks 30 free-tutorials 30 projects 30 algorithms 29 community 29 cpp 29 hardware 29 video 29 ruby 29 solidity 29 diffusion-models 29 games 28 transformer 28 flutter 28 productivity 28 libraries 28 architecture 28 agent 28 links 27 api 27 tensorflow 27 smart-contracts 27 bioinformatics 27 dotnet 27 multimodal 26 csharp 26 crypto 26 windows 26 react-native 26 angular 25 defi 25 computer-graphics 25 git 25 software-engineering 25 music 25 mcp 25 penetration-testing 24 microsoft 24 self-supervised-learning 24 pentesting 24 slam 24 django 24 object-detection 24 science 24 pytorch 24 serverless 23 awsome-list 23 unity 23 osint 23 coding 23 engineering 23 cryptography 23 library 23 markdown 23 embedded 23 r 23 mobile 22 best-practices 22 self-hosted 22 ui 22 game-engine 22 gpt-4 22 roadmap 22 data-analysis 22 neural-networks 22 python3 22 infosec 22 apple 21 kotlin 21 mathematics 21 hacktoberfest-accepted 21 segmentation 21 sql 21 blog 21 audio 21 awesomeness 21 ai-agents 21 startups 21 prompt-engineering 21 gpt-3 21 cli 21 knowledge-graph 21 visualization 21 opendata 21 federated-learning 20 learning-resources 20 deeplearning 20 jobs 20 cloud-computing 20 blogs 20 apps 20 chinese 20 mlops 20 azure 20 data-mining 20 interview 20 website 20 programming-language 20 c 20 guidelines 20 awsome 20 youtube 20 raspberry-pi 19 time-series 19 js 19 saas 19 graph 19 chatbot 19 llama 19 statistics 19 marketing 19 autonomous-driving 18 agents 18 machinelearning 18 curated 18 nextjs 18 graphql 18 bugbounty 18 front-end 18 reverse-engineering 18 3d 18 startup 18 reasoning 18 bash 18 foundation-models 18 language 17 cheatsheet 17 algorithm 17 aigc 17 image-processing 17 stable-diffusion 17 generative-art 17 representation-learning 17 ai-tools 17 backend 17 optimization 17 code 17 decentralized 17 containers 17 knowledge 17 software-development 17 nerf 16 microservices 16 big-data 16 seo 16 cms 16 cloud-native 16 articles 16 transformers 16 networking 16 data-structures 16 webgl 16 bert 16 analytics 16 ros 15 monitoring 15 autonomous-vehicles 15 readme 15 pentest 15 detection 15 mysql 15 dart 15 graphics 15 resource 15 open-data 15 animation 15 technology 15 foss 15 icons 15 oss 14 vuejs 14 android-library 14 art 14 deepseek 14 node 14 distributed-systems 14 p2p 14 recommender-system 14 large-language-model 14 performance 14 data-engineering 14 search 14 language-model 14 prompt 14 android-development 14 terminal 14 multimodal-deep-learning 14 webassembly 14 finance 14 mac 14 devsecops 14 diffusion 14 selfhosted 14 telegram 14 react-components 14 videos 14 unicorns 13 rag 13 text-to-image 13 transfer-learning 13 vscode 13 pose-estimation 13 wordpress 13 swiftui 13 remote-sensing 13 gis 13 search-engine 13 evm 13 microservice 13 plugins 13 speech-recognition 13 awesome-ai 13 quantum-computing 13 malware-analysis 13 fuzzing 13 deep-reinforcement-learning 13 frameworks 13 command-line 13 generative-adversarial-network 13 webdevelopment 13 podcast 13 dotnet-core 13 laravel 13 code-generation 13 elasticsearch 12 multimodal-large-language-models 12 storage 12 npm 12 pwa 12 sustainability 12 graphics-programming 12 static-analysis 12 cross-platform 12 postgresql 12 anomaly-detection 12 leetcode 12 rails 12 svelte 12 gan 12 dapp 12 multimodal-learning 12 static-site-generator 12 agentic-ai 12 font 12 image-generation 12 chain-of-thought 12 video-generation 12 gaming 12 image 12 discord 12 wasm 12 mcp-server 12 guide 12 es6 12 programming-languages 11 sysadmin 11 automl 11 yolo 11 article 11 ux 11 infrastructure-as-code 11 threat-intelligence 11 3d-graphics 11 cvpr 11 front-end-development 11 hacktoberfest2020 11 webapp 11 unity3d 11 ctf 11 application 11 generative-model 11 google 11 interview-questions 11 webpack 11 vlm 11 course 11 question-answering 11 open-science 11 benchmark 11 ecommerce 11 point-cloud 11 book 11 creative-coding 11 free-software 11 vibe-coding 11 developer 11 cuda 11 objective-c 11 few-shot-learning 11 mllm 11 rest-api 11 vision-and-language 11 beginner-friendly 11 climate-change 11 design-systems 11 ui-design 11 embodied-ai 11 planning 11 ansible 10 system-design 10 flutter-apps 10 writing 10 neuroscience 10 rl 10 android-application 10 authentication 10 bot 10 machine-learning-algorithms 10 management 10 llmops 10 text-mining 10 webdesign 10 malware 10 cv 10 vr 10 bookmarks 10 in-context-learning 10 reading-list 10 datascience 10 bug-bounty 10 chatgpt-api 10 vision-language-model 10 hosting 10 ide 10 hacking-tools 10 databases 10 operating-system 10 workflow 10 claude 10 semantic-web 10 3d-reconstruction 10 arduino 10 explainable-ai 10 templates 10 augmented-reality 10 model-compression 10 network 10 solana 10 cyber-security 10 docs 10 golang-library 10 deepseek-r1 10 utilities 10 functional-programming 10 android-app 10 fpga 10 students 10 medical-imaging 10 time-series-analysis 10 gpts 10 movies 10 speech-processing 10 hacktoberfest2021 10 edge-computing 10 interpretability 10 podcasts 10 geospatial 10 unsupervised-learning 10 haskell 10 cicd 9 python-library 9 classification 9 mobile-development 9 applications 9 webcomponents 9 gpu 9 anime 9 trading 9 prompts 9 chrome 9 privacy-tools 9 arkit 9 exploit 9 email 9 politics 9 data-analytics 9 linux-desktop 9 sentiment-analysis 9 semantic-segmentation 9 compiler 9 tool 9 flutter-examples 9 shell 9 minecraft 9 interview-preparation 9 test-automation 9 leadership 9 flask 9 blogging 9 conference 9