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

"interpretability" Awesome Lists

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations

18,349 stars
2,330 forks
468 projects

Last updated: 21 Apr 2025

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

3,757 stars
599 forks
1,345 projects

Last updated: 08 Apr 2025

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

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

1,483 stars
203 forks
138 projects

Last updated: 11 Apr 2025

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

ai bias deep-learning fairness gender-bias interpretability machine-learning xai

319 stars
65 forks
78 projects

Last updated: 09 Apr 2025

Awesome-Computer-Vision

Awesome Resources for Advanced Computer Vision Topics

3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability

228 stars
42 forks
39 projects

Last updated: 05 Apr 2025

awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning

122 stars
15 forks
92 projects

Last updated: 14 Mar 2025

awesome-neural-trees

Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"

awesome-list decision-trees explainable-artificial-intelligence interpretability interpretable-machine-learning neural-networks

79 stars
9 forks
101 projects

Last updated: 05 Feb 2025

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42 dataset 42 development 41 opensource 40 exercises 40 data 40 gpt 40 security-tools 40 vue 39 free 39 gamedev 38 tutorials 38 data-visualization 38 docker 37 typescript 36 collections 35 github 35 developer-tools 35 llms 34 database 34 paper-list 33 documentation 33 reactjs 33 research 33 neural-network 33 aws 32 framework 32 iot 32 automation 32 game 31 software 31 hardware 30 ruby 30 cpp 29 testing 29 community 29 ml 29 flutter 28 algorithms 28 video 28 graph-neural-networks 28 solidity 28 games 28 architecture 28 generative-ai 27 tensorflow 27 smart-contracts 27 libraries 27 web-development 27 transformer 27 csharp 26 links 26 windows 26 bioinformatics 26 dotnet 26 react-native 26 api 25 git 25 music 25 crypto 25 software-engineering 25 diffusion-models 24 angular 24 defi 24 computer-graphics 24 django 24 penetration-testing 24 science 24 pentesting 24 embedded 23 unity 23 pytorch 23 self-supervised-learning 23 r 23 library 23 agent 23 object-detection 22 productivity 22 best-practices 22 cryptography 22 game-engine 22 gpt-3 22 gpt-4 22 self-hosted 22 youtube 22 markdown 22 microsoft 22 infosec 22 awsome-list 22 coding 22 kotlin 21 data-analysis 21 serverless 21 hacktoberfest-accepted 21 mobile 21 neural-networks 21 knowledge-graph 21 osint 21 ui 21 awesomeness 21 apple 21 engineering 21 projects 21 segmentation 20 multimodal 20 website 20 visualization 20 opendata 20 programming-language 20 apps 20 c 20 mathematics 20 python3 20 startups 20 audio 20 slam 20 cloud-computing 20 data-mining 20 roadmap 20 raspberry-pi 19 graph 19 sql 19 jobs 19 azure 19 awsome 19 guidelines 19 federated-learning 19 deeplearning 19 3d 19 time-series 18 chatbot 18 front-end 18 blog 18 prompt-engineering 18 bugbounty 18 blogs 18 interview 18 js 18 cli 18 bash 18 llama 18 startup 18 machinelearning 18 marketing 18 chinese 18 graphql 18 representation-learning 17 containers 17 code 17 generative-art 17 language 17 knowledge 17 decentralized 17 curated 17 statistics 17 nextjs 17 cheatsheet 17 saas 17 algorithm 17 autonomous-driving 17 resource 16 data-structures 16 mlops 16 aigc 16 networking 16 optimization 16 webgl 16 stable-diffusion 16 articles 16 image-processing 16 foundation-models 16 microservices 16 learning-resources 16 bert 16 analytics 16 detection 15 big-data 15 software-development 15 ros 15 graphics 15 technology 15 transformers 15 nerf 15 devsecops 15 monitoring 15 reverse-engineering 15 cloud-native 15 autonomous-vehicles 15 distributed-systems 15 pentest 15 animation 14 selfhosted 14 readme 14 performance 14 android-library 14 telegram 14 mysql 14 dart 14 seo 14 node 14 react-components 14 data-engineering 14 speech-recognition 14 prompt 14 multimodal-deep-learning 14 webassembly 14 icons 14 vuejs 14 backend 14 terminal 14 mac 14 recommender-system 14 android-development 14 microservice 13 gis 13 dotnet-core 13 open-data 13 generative-adversarial-network 13 pose-estimation 13 podcast 13 swiftui 13 unicorns 13 art 13 laravel 13 command-line 13 deep-reinforcement-learning 13 mcp 13 evm 13 finance 13 p2p 13 guide 13 remote-sensing 13 elasticsearch 13 foss 13 language-model 12 oss 12 ai-agents 12 large-language-model 12 ecommerce 12 es6 12 gaming 12 wordpress 12 rails 12 storage 12 search 12 frameworks 12 discord 12 malware-analysis 12 postgresql 12 dapp 12 wasm 12 search-engine 12 fuzzing 12 videos 12 pwa 12 svelte 12 point-cloud 12 transfer-learning 12 font 12 image 12 gan 12 cms 12 graphics-programming 12 objective-c 12 static-analysis 12 plugins 12 planning 11 multimodal-learning 11 cvpr 11 ansible 11 cross-platform 11 quantum-computing 11 webapp 11 ui-design 11 creative-coding 11 sysadmin 11 npm 11 network 11 bookmarks 11 sustainability 11 leetcode 11 programming-languages 11 text-to-image 11 vscode 11 ctf 11 speech-processing 11 open-science 11 3d-graphics 11 databases 11 webpack 11 anomaly-detection 11 free-software 11 design-systems 11 vision-and-language 11 application 11 front-end-development 11 reasoning 11 hacktoberfest2020 11 course 11 beginner-friendly 11 question-answering 11 unity3d 11 automl 11 gpu 10 hacking-tools 10 vr 10 writing 10 golang-library 10 time-series-analysis 10 interview-questions 10 arduino 10 reading-list 10 guides 10 diffusion 10 yolo 10 image-generation 10 android-app 10 deepseek 10 developer 10 infrastructure-as-code 10 climate-change 10 cuda 10 gpts 10 operating-system 10 docs 10 medical-imaging 10 unsupervised-learning 10 android-application 10 indonesia 10 agents 10 machine-learning-algorithms 10 interpretability 10 code-generation 10 semantic-web 10 management 10 movies 10 benchmark 10 hosting 10 geospatial 10 threat-intelligence 10 bot 10 haskell 10 webdevelopment 10 chatgpt-api 10 flutter-apps 10 edge-computing 10 model-compression 10 rag 10 cv 10 authentication 10 datascience 10 students 10 hacktoberfest2021 10 rest-api 10 text-mining 10 ide 9 exploit 9 video-generation 9 math 9 flask 9 malware 9 microservices-architecture 9 webcomponents 9 material-design 9 classification 9 websites 9 anime 9 few-shot-learning 9 in-context-learning 9 quantization 9 email 9 bug-bounty 9 ionic 9 news 9 chain-of-thought 9 erlang 9 static-site-generator 9 semantic-segmentation 9 fpga 9 reference 9 cyber-security 9 arkit 9 swift-library 9 sre 9 sentiment-analysis 9 google 9 ux 9 applications 9 electronics 9 chrome 9 explainable-ai 9 flutter-examples 9 shell 9 3d-reconstruction 9 mobile-development 9 jupyter-notebook 9 solana 9 simulation 9 system-design 9 knowledge-base 9 article 9 conference 9 neuroscience 9 fairness 9 augmented-reality 9 podcasts 9 privacy-tools 9 book 9 ros2 9 cicd 9 blockchain-technology 9 reddit 9 social-network 9 unix 9 leadership 9 trading 9 pruning 8 notes 8 physics 8 tracking 8 lidar 8 data-analytics 8 profile 8 embedded-systems 8 dfir 8