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0 "explainable-ml" Awesome Lists

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

59 stars
2 forks
58 projects

Last updated: 07 Jun 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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awesome-list 4,328 awesome 3,886 awesome-lists 628 machine-learning 471 list 425 deep-learning 391 resources 334 ai 316 llm 262 hacktoberfest 230 python 229 lists 204 javascript 198 security 180 artificial-intelligence 171 programming 166 open-source 160 computer-vision 146 blockchain 145 large-language-models 132 nlp 130 tools 123 curated-list 118 data-science 116 react 109 chatgpt 108 ai-agents 107 android 98 natural-language-processing 93 devops 90 linux 89 learning 88 cybersecurity 86 awesome-readme 85 mcp 85 ios 83 papers 81 developer-tools 81 reinforcement-learning 80 awesome-resources 79 css 77 ethereum 76 robotics 73 openai 70 rust 68 kubernetes 67 nodejs 66 computer-science 65 collection 62 survey 61 playground 61 macos 61 design 61 game-development 60 free-resources 59 free 59 golang 59 tutorials 58 generative-ai 58 getvm 57 datasets 57 java 57 privacy 56 web3 56 hacking 54 frontend 54 bitcoin 54 php 53 tutorial 52 automation 52 llms 52 education 52 ai-tools 52 swift 50 go 50 claude-code 50 paper 49 web 49 github 48 prompt-engineering 48 gpt 48 opensource 47 data 47 labex 46 claude 46 agent 46 hands-on 46 security-tools 46 books 46 dataset 45 cloud 45 typescript 45 cryptocurrency 45 development 45 deep-neural-networks 45 api 44 html 44 research 43 data-visualization 43 database 43 productivity 43 documentation 42 exercises 42 vue 41 gamedev 41 docker 40 agentic-ai 39 ml 39 web-development 39 software 39 diffusion-models 39 paper-list 38 community 38 collections 38 game 37 algorithms 37 neural-network 36 agents 35 iot 35 open-data 35 aws 34 reactjs 34 cli 34 testing 34 courses 34 framework 33 multimodal 33 hardware 33 flutter 33 rag 33 cpp 33 projects 32 software-engineering 32 crypto 32 video 32 games 31 react-native 31 solidity 31 self-hosted 31 defi 31 graph-neural-networks 30 bioinformatics 30 libraries 30 gemini 30 mlops 30 skills 30 transformer 30 ruby 29 microsoft 29 penetration-testing 29 mobile 28 architecture 28 marketing 28 pentesting 28 dotnet 28 smart-contracts 28 saas 27 object-detection 27 links 27 best-practices 27 angular 27 cryptography 27 slam 27 csharp 27 science 27 tensorflow 27 music 27 windows 27 anthropic 27 reverse-engineering 26 prompts 26 library 26 pytorch 26 serverless 26 self-supervised-learning 26 data-analysis 26 knowledge-graph 25 git 25 data-mining 25 embedded 25 django 25 jobs 25 sql 25 kotlin 25 3d 25 nextjs 25 infosec 25 coding 25 osint 25 ai-agent 25 image-generation 24 agent-skills 24 computer-graphics 24 markdown 24 chatbot 24 awsome-list 24 openclaw 24 model-context-protocol 24 mathematics 24 learning-resources 24 neural-networks 24 seo 24 time-series 24 foundation-models 23 segmentation 23 deeplearning 23 interview 23 awesomeness 23 c 23 ui 23 visualization 23 engineering 23 programming-language 23 game-engine 23 unity 23 autonomous-driving 23 blog 23 devsecops 23 chinese 23 apple 23 audio 23 software-development 23 roadmap 23 monitoring 22 python3 22 statistics 22 startups 22 website 22 startup 22 reasoning 22 networking 22 r 21 gpt-3 21 graphql 21 cloud-computing 21 free-tutorials 21 awsome 21 hacktoberfest-accepted 21 federated-learning 21 machinelearning 21 blogs 21 finance 21 llama 21 js 20 youtube 20 data-structures 20 transformers 20 plugins 20 azure 20 graph 20 decentralized 20 opendata 20 curated 20 terminal 20 benchmark 20 apps 20 speech-recognition 19 stable-diffusion 19 command-line 19 raspberry-pi 19 front-end 19 embodied-ai 19 mcp-server 19 langchain 19 big-data 19 vibe-coding 19 backend 19 gpt-4 19 bugbounty 18 aigc 18 guidelines 18 generative-art 18 deepseek 18 cursor 18 swiftui 18 cloud-native 18 telegram 18 prompt 18 text-to-image 18 analytics 18 representation-learning 18 optimization 18 nerf 17 code 17 ai-safety 17 cheatsheet 17 vlm 17 animation 17 bash 17 pentest 17 data-engineering 17 autonomous-vehicles 17 knowledge 17 containers 17 generative-model 17 malware-analysis 17 dart 17 laravel 17 beginner-friendly 17 llm-agents 16 quantization 16 reddit 16 video-generation 16 android-development 16 image-processing 16 algorithm 16 microservices 16 gis 16 mysql 16 codex 16 language 16 videos 16 ros 16 large-language-model 16 spain 16 autonomous-agents 16 espana 16 bert 16 articles 16 webgl 16 foss 16 performance 15 vscode 15 databases 15 multimodal-deep-learning 15 resource 15 art 15 claude-skills 15 mcp-servers 15 graphics 15 leetcode 15 gaming 15 anomaly-detection 15 remote-sensing 15 evm 15 awesome-ai 15 p2p 15 vuejs 15 multimodal-large-language-models 15 cms 15 google 15 pose-estimation 15 technology 15 distributed-systems 15 readme 15 react-components 14 webassembly 14 selfhosted 14 node 14 discord 14 diffusion 14 copilot 14 multimodal-learning 14 vision-language-model 14 drones 14 mac 14 yolo 14 language-model 14 medical-imaging 14 system-design 14 detection 14 dotnet-core 14 recommender-system 14 multi-agent 14 deep-reinforcement-learning 14 software-libre 14 npm 14 android-library 14 podcast 14 generative-adversarial-network 14 oss 14 icons 14 llmops 14 wasm 14 code-generation 14 ecommerce 13 minecraft 13 webdevelopment 13 programming-languages 13 pwa 13 transfer-learning 13 mobile-development 13 solana 13 edge-computing 13 interview-questions 13 ai-coding 13 sysadmin 13 semantic-segmentation 13 svelte 13 mllm 13 workflow 13 datos-abiertos 13 application 13 quantum-computing 13 uav 13 microservice 13 cyber-security 13 dapp 13 infrastructure 13 utilities 13 search 13 cicd 13 sustainability 13 3d-graphics 13 rest-api 13 rl 13 automl 13 continual-learning 13 storage 13 bug-bounty 13 gan 13 unicorns 13 postgresql 13 sre 13 wordpress 13 observability 13 developer 13 planning 13 frameworks 13 objective-c 13 model-compression 13 search-engine 12 ux 12 datascience 12 vector-database 12 time-series-analysis 12 healthcare 12 ai-art 12 es6 12 email 12 creative-coding 12 chain-of-thought 12 neuroscience 12 machine-learning-algorithms 12 rails 12 guide 12 web-design 12 fuzzing 12 vision-and-language 12 ctf 12 elasticsearch 12 static-site-generator 12 image 12 speech-to-text 12 question-answering 12 ui-design 12 open-science 12 authentication 12 infrastructure-as-code 12 ros2 12 free-software 12 cross-platform 12 webapp 12 trading 12 graphics-programming 12 static-analysis 12 leadership 12 privacy-tools 12 article 12 cuda 12 threat-intelligence 12 lua 11 unsupervised-learning 11 writing 11 swift-library 11 ai-security 11 hosting 11 course 11 packages 11 reading-list 11 unity3d 11 cvpr 11 embedded-systems 11 incident-response 11 font 11 podcasts 11 few-shot-learning 11 math 11 compliance 11 geospatial 11 point-cloud 11 evaluation 11 movies 11 test-automation 11 elixir 11 students 11 climate-change 11 arduino 11 drone 11 in-context-learning 11 management 11 fpga 11 simulation 11 vr 11 3d-reconstruction 11 anime 11 software-architecture 11 webpack 11 book 11 knowledge-base 11