Ecosyste.ms: Awesome

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

9 "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

16,443 stars
2,181 forks
600 projects

Last updated: 28 May 2024

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

3,466 stars
575 forks
909 projects

Last updated: 29 May 2024

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

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

1,288 stars
178 forks
137 projects

Last updated: 18 May 2024

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

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

306 stars
61 forks
78 projects

Last updated: 19 May 2024

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

210 stars
40 forks
39 projects

Last updated: 15 May 2024

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

113 stars
15 forks
92 projects

Last updated: 28 Apr 2024

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

72 stars
6 forks
101 projects

Last updated: 07 May 2024

Keywords
awesome-list 2,639 awesome 2,336 machine-learning 346 list 305 deep-learning 295 resources 239 hacktoberfest 207 awesome-lists 201 lists 164 python 161 javascript 139 security 121 computer-vision 108 blockchain 105 artificial-intelligence 87 data-science 87 nlp 78 ai 78 open-source 73 react 73 tools 71 curated-list 66 android 66 natural-language-processing 66 chatgpt 65 ethereum 62 ios 60 learning 60 linux 58 awesome-readme 57 devops 55 papers 54 css 53 llm 52 reinforcement-learning 50 nodejs 49 computer-science 45 kubernetes 45 game-development 44 awesome-resources 44 robotics 43 golang 42 tutorial 42 large-language-models 41 macos 41 privacy 40 design 39 paper 39 bitcoin 39 frontend 39 java 38 cybersecurity 37 php 37 datasets 37 deep-neural-networks 37 programming 36 collection 36 openai 35 development 35 books 35 cloud 35 cryptocurrency 35 web 35 web3 34 dataset 34 hacking 33 rust 33 go 33 swift 32 data 31 opensource 31 education 30 neural-network 30 security-tools 30 data-visualization 29 database 29 gamedev 29 iot 29 tutorials 28 aws 27 vue 27 gpt 27 research 27 html 26 community 26 tensorflow 25 free 25 smart-contracts 25 collections 25 libraries 25 architecture 25 flutter 24 software 24 github 24 courses 24 gpt-4 23 developer-tools 23 ruby 23 docker 23 solidity 23 paper-list 23 framework 23 hardware 22 automation 22 game 22 algorithms 22 bioinformatics 22 typescript 22 object-detection 21 reactjs 21 cpp 21 video 21 react-native 21 testing 21 defi 21 games 21 gpt-3 21 angular 20 api 20 links 20 documentation 20 graph-neural-networks 19 startups 19 audio 19 music 19 survey 19 best-practices 19 pytorch 19 science 19 hacktoberfest-accepted 18 interview 18 csharp 18 embedded 18 self-supervised-learning 18 dotnet 18 windows 18 awesomeness 18 web-development 18 unity 18 llms 18 software-engineering 18 segmentation 18 productivity 18 federated-learning 18 serverless 18 awsome 17 knowledge-graph 17 infosec 17 mobile 17 computer-graphics 17 transformer 17 cryptography 17 microsoft 17 neural-networks 17 raspberry-pi 17 programming-language 17 data-mining 17 youtube 17 ml 17 visualization 17 deeplearning 16 apple 16 containers 16 markdown 16 pentesting 16 osint 16 r 16 time-series 16 data-analysis 16 kotlin 16 slam 16 cloud-computing 16 git 16 crypto 15 opendata 15 c 15 ui 15 multimodal 15 engineering 15 image-processing 15 django 15 decentralized 15 azure 15 roadmap 15 front-end 15 penetration-testing 15 machinelearning 14 mathematics 14 marketing 14 guidelines 14 deep-reinforcement-learning 14 chinese 14 language 14 game-engine 14 graph 14 microservices 14 blogs 14 startup 14 big-data 14 awsome-list 14 jobs 14 website 14 cloud-native 14 cli 14 graphql 14 multimodal-deep-learning 13 autonomous-vehicles 13 statistics 13 vuejs 13 detection 13 reverse-engineering 13 coding 13 sql 13 self-hosted 13 optimization 13 saas 13 python3 13 autonomous-driving 13 webgl 13 knowledge 13 bash 12 wordpress 12 data-engineering 12 generative-ai 12 dart 12 generative-art 12 distributed-systems 12 bugbounty 12 recommender-system 12 cms 12 diffusion-models 12 bert 12 code 12 llama 12 representation-learning 12 podcast 12 devsecops 12 library 12 analytics 12 prompt-engineering 12 software-development 12 finance 12 mlops 12 chatbot 12 speech-recognition 12 generative-adversarial-network 12 backend 12 gis 12 ros 12 mysql 12 stable-diffusion 12 svelte 12 webassembly 12 hacktoberfest2020 11 technology 11 cheatsheet 11 seo 11 remote-sensing 11 icons 11 pentest 11 resource 11 monitoring 11 performance 11 data-structures 11 networking 11 gan 11 dapp 11 laravel 11 pwa 11 microservice 11 ecommerce 11 elasticsearch 11 algorithm 11 p2p 11 automl 11 curated 11 apps 10 transformers 10 storage 10 static-analysis 10 guide 10 search 10 search-engine 10 telegram 10 transfer-learning 10 course 10 oss 10 plugins 10 android-library 10 malware-analysis 10 graphics-programming 10 blog 10 android-development 10 interview-questions 10 hacktoberfest2021 10 vscode 10 evm 10 text-mining 10 prompt 10 front-end-development 10 node 10 terminal 10 articles 10 rails 10 mac 10 question-answering 10 model-compression 10 open-data 10 unicorns 10 point-cloud 10 graphics 10 dotnet-core 10 wasm 10 unity3d 10 reading-list 9 sysadmin 9 gpts 9 projects 9 webpack 9 js 9 command-line 9 interpretability 9 speech-processing 9 discord 9 readme 9 trading 9 free-software 9 fpga 9 creative-coding 9 quantum-computing 9 conference 9 react-components 9 reddit 9 vr 9 gaming 9 authentication 9 indonesia 9 fuzzing 9 foss 9 vision-and-language 9 podcasts 9 book 9 swiftui 9 databases 9 pose-estimation 9 simulation 9 frameworks 9 design-systems 9 quantization 9 semantic-web 9 planning 9 ansible 9 movies 9 malware 9 language-model 9 font 9 google 8 classification 8 operating-system 8 augmented-reality 8 management 8 pruning 8 sentiment-analysis 8 leadership 8 art 8 developer 8 prometheus 8 edge-computing 8 generative-model 8 geospatial 8 multimodal-learning 8 haskell 8 cross-platform 8 chatgpt-api 8 static-site-generator 8 animation 8 spring-boot 8 learning-resources 8 few-shot-learning 8 machine-learning-algorithms 8 gpu 8 twitter 8 microservices-architecture 8 programming-languages 8 korean 8 neural-architecture-search 8 websites 8 jupyter-notebook 8 ubuntu 8 xcode 8 json 8 hosting 8 ux 8 application 8 yolo 8 vision-transformer 8 xai 8 ide 8 anomaly-detection 8 bsd 8 arduino 8 ctf 8 cv 8 nerf 8 in-context-learning 8 powershell 8 article 8 email 8 tracking 8 3d-graphics 8 erlang 8 text-to-image 8 system-design 8 fairness 8 time-series-analysis 8 blockchain-technology 8 privacy-tools 8 videos 8 bookmarks 8 cvpr 8 postgresql 8 software-architecture 7 flutter-apps 7 3d-vision 7 code-generation 7 guides 7 notes 7 cheatsheets 7 reasoning 7 meta-learning 7 k8s 7 conferences 7 domain-adaptation 7 ui-design 7 infrastructure 7 distributed-computing 7 minecraft 7 hacks 7 adversarial-attacks 7 drug-discovery 7 healthcare 7 flutter-examples 7 unsupervised-learning 7 reference 7 production 7 nosql 7 open-science 7 load-testing 7 network 7 gcp 7 webcomponents 7 adversarial-machine-learning 7 chemistry 7 selfhosted 7 hacking-tools 7 vulnerabilities 7 wordpress-plugin 7 btc 7 image-classification 7 ionic 7 beginner-friendly 7 applications 7 explainable-ai 7 lightning-network 7 speech-to-text 7 forensics 7 chinese-translation 7 npm 7 speech 7 checklist 7 climate-change 7 physics 7 3d 7 tips 7 social-network 7 bots 7 terraform 7 opengl 7 knowledge-base 7 paas 7 leetcode 7 interview-preparation 7 golang-library 7 spark 7 curated-lists 7 sre 7 infrastructure-as-code 7 map 7 earth-observation 7 awesome-go 7 benchmark 7 semantic-segmentation 7 maps 7 rest-api 7 nginx 7 aigc 7 fintech 7 flask 7 writing 7 design-patterns 7