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0 "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

1,634 stars
221 forks
149 projects

Last updated: 12 May 2026

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

1,221 stars
113 forks
1,058 projects

Last updated: 14 May 2026

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

733 stars
40 forks
56 projects

Last updated: 07 Apr 2026

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

378 stars
28 forks
1,102 projects

Last updated: 16 May 2026

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

255 stars
30 forks
261 projects

Last updated: 23 Apr 2026

AwesomeResponsibleAI

A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools 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

124 stars
35 forks
748 projects

Last updated: 02 May 2026

awesome-llm-explainability

A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the explainability implications, challenges, and advancements surrounding these powerful models.

ai explainability explainable-ai explainable-artificial-intelligence explainable-ml responsible-ai

57 stars
1 forks
58 projects

Last updated: 20 Apr 2026

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

24 stars
1 forks
30 projects

Last updated: 15 May 2026

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

23 stars
0 forks
37 projects

Last updated: 07 Nov 2025

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48 swift 48 data 46 security-tools 46 ai-tools 46 hands-on 45 labex 45 books 45 cloud 45 development 45 github 45 deep-neural-networks 44 cryptocurrency 43 dataset 43 html 43 agent 43 typescript 42 data-visualization 42 opensource 42 research 42 prompt-engineering 42 database 41 documentation 41 gamedev 41 exercises 41 vue 40 ml 40 productivity 40 docker 40 paper-list 38 web-development 38 collections 38 api 38 software 37 algorithms 37 diffusion-models 37 game 36 iot 36 neural-network 35 claude-code 35 claude 35 testing 34 courses 34 reactjs 34 aws 34 cpp 33 flutter 33 framework 33 agents 33 hardware 32 multimodal 32 software-engineering 31 react-native 31 games 31 video 31 solidity 31 cli 31 projects 31 community 31 self-hosted 30 graph-neural-networks 30 mlops 30 transformer 30 agentic-ai 30 crypto 29 bioinformatics 29 ruby 29 defi 29 rag 29 libraries 29 architecture 29 penetration-testing 28 marketing 28 dotnet 28 smart-contracts 28 tensorflow 27 object-detection 27 windows 27 links 27 pentesting 27 slam 27 cryptography 27 music 27 reverse-engineering 27 science 27 best-practices 27 gemini 27 csharp 27 saas 27 mobile 26 serverless 26 library 26 microsoft 26 pytorch 26 data-analysis 26 angular 26 self-supervised-learning 26 infosec 26 knowledge-graph 25 sql 25 django 25 git 25 3d 25 data-mining 25 osint 25 coding 25 mathematics 24 awsome-list 24 jobs 24 markdown 24 prompts 24 computer-graphics 24 kotlin 24 embedded 24 neural-networks 23 engineering 23 ui 23 chatbot 23 programming-language 23 roadmap 23 unity 23 segmentation 23 anthropic 23 c 23 interview 23 software-development 23 nextjs 23 autonomous-driving 23 learning-resources 23 time-series 23 game-engine 23 blog 23 image-generation 22 deeplearning 22 foundation-models 22 apple 22 awesomeness 22 statistics 22 python3 22 startup 22 visualization 22 audio 22 startups 22 cloud-computing 21 federated-learning 21 awsome 21 r 21 azure 21 gpt-3 21 hacktoberfest-accepted 21 blogs 21 monitoring 21 reasoning 21 devsecops 21 seo 21 website 21 finance 21 free-tutorials 21 networking 21 youtube 20 machinelearning 20 opendata 20 transformers 20 llama 20 raspberry-pi 20 model-context-protocol 20 curated 20 data-structures 20 chinese 20 apps 20 js 20 front-end 19 plugins 19 graph 19 bugbounty 19 agent-skills 19 decentralized 19 langchain 19 graphql 19 gpt-4 19 big-data 19 openclaw 19 aigc 19 ai-agent 18 optimization 18 prompt 18 command-line 18 representation-learning 18 open-data 18 guidelines 18 telegram 18 code 18 analytics 18 stable-diffusion 18 backend 18 mcp-server 18 bash 17 vibe-coding 17 containers 17 embodied-ai 17 animation 17 cheatsheet 17 generative-model 17 knowledge 17 terminal 17 pentest 17 speech-recognition 17 malware-analysis 17 nerf 17 text-to-image 17 skills 17 benchmark 17 generative-art 17 cloud-native 17 dart 17 autonomous-vehicles 17 data-engineering 17 vlm 17 beginner-friendly 17 laravel 17 videos 16 articles 16 large-language-model 16 microservices 16 deepseek 16 reddit 16 algorithm 16 swiftui 16 webgl 16 cursor 16 bert 16 language 16 image-processing 16 ros 16 mcp-servers 15 graphics 15 art 15 pose-estimation 15 multimodal-deep-learning 15 technology 15 video-generation 15 p2p 15 distributed-systems 15 cms 15 leetcode 15 awesome-ai 15 android-development 15 evm 15 performance 15 readme 15 mysql 15 quantization 15 vscode 15 resource 15 remote-sensing 15 anomaly-detection 14 databases 14 llmops 14 selfhosted 14 medical-imaging 14 deep-reinforcement-learning 14 mac 14 react-components 14 gis 14 discord 14 ai-safety 14 system-design 14 node 14 recommender-system 14 drones 14 code-generation 14 android-library 14 generative-adversarial-network 14 oss 14 multimodal-learning 14 vuejs 14 npm 14 google 14 webassembly 14 dotnet-core 14 wasm 14 diffusion 14 foss 14 podcast 14 vision-language-model 14 language-model 14 multimodal-large-language-models 14 icons 14 detection 14 codex 13 storage 13 interview-questions 13 semantic-segmentation 13 objective-c 13 developer 13 pwa 13 ecommerce 13 workflow 13 automl 13 cicd 13 transfer-learning 13 quantum-computing 13 webdevelopment 13 fuzzing 13 wordpress 13 minecraft 13 postgresql 13 frameworks 13 programming-languages 13 svelte 13 planning 13 sustainability 13 model-compression 13 gan 13 unicorns 13 application 13 dapp 13 microservice 13 utilities 13 solana 13 yolo 13 search 13 gaming 13 ctf 12 authentication 12 edge-computing 12 email 12 software-architecture 12 search-engine 12 web-design 12 privacy-tools 12 cyber-security 12 webapp 12 infrastructure-as-code 12 infrastructure 12 uav 12 rl 12 3d-graphics 12 graphics-programming 12 datascience 12 es6 12 chain-of-thought 12 question-answering 12 mobile-development 12 cross-platform 12 elasticsearch 12 cuda 12 ux 12 static-analysis 12 time-series-analysis 12 autonomous-agents 12 guide 12 vector-database 12 mllm 12 rest-api 12 bug-bounty 12 sre 12 image 12 copilot 12 rails 12 multi-agent 12 article 12 sysadmin 12 vision-and-language 12 static-site-generator 12 ui-design 12 few-shot-learning 11 embedded-systems 11 movies 11 continual-learning 11 students 11 ai-art 11 geospatial 11 threat-intelligence 11 arduino 11 unity3d 11 healthcare 11 free-software 11 point-cloud 11 hacktoberfest2020 11 math 11 reading-list 11 speech-to-text 11 observability 11 cvpr 11 machine-learning-algorithms 11 hosting 11 podcasts 11 drone 11 font 11 3d-reconstruction 11 unsupervised-learning 11 writing 11 creative-coding 11 ros2 11 trading 11 knowledge-base 11 webpack 11 elixir 11 leadership 11 vr 11 book 11 open-science 11 neuroscience 11 flutter-apps 11 in-context-learning 11 climate-change 11 anime 11 packages 11 test-automation 11 ai-coding 11 cv 11 course 11 gpu 11 malware 10 apis 10 interview-preparation 10 erlang 10 genai 10 tool 10 flask 10 lua 10 management 10 blockchain-technology 10 templates 10