Ecosyste.ms: Awesome

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

10 "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
1,003 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-Interpretability-in-Large-Language-Models

This repository collects all relevant resources about interpretability in LLMs

dictionary-learning interpretability-and-explainability mechanistic-interpretability sparse-autoencoder

171 stars
14 forks
225 projects

Last updated: 26 Jul 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

Search
Keywords
awesome-list 2,901 awesome 2,653 machine-learning 361 list 339 deep-learning 307 resources 257 hacktoberfest 224 awesome-lists 223 python 178 lists 168 javascript 155 security 134 programming 132 education 124 computer-vision 114 blockchain 108 artificial-intelligence 96 data-science 94 ai 94 labex 93 hands-on 93 nlp 87 open-source 85 react 81 tools 76 android 71 linux 70 natural-language-processing 70 chatgpt 69 curated-list 68 learning 66 ios 63 ethereum 62 llm 62 devops 61 css 61 courses 60 awesome-readme 60 tutorials 60 free 56 papers 56 large-language-models 54 nodejs 54 reinforcement-learning 52 computer-science 51 awesome-resources 48 game-development 48 kubernetes 48 privacy 48 macos 48 robotics 47 tutorial 45 java 45 golang 45 design 43 collection 42 paper 42 projects 42 cybersecurity 41 frontend 41 go 40 datasets 40 web 40 bitcoin 40 cloud 39 books 39 cryptocurrency 38 rust 38 swift 38 php 37 openai 37 dataset 37 development 36 deep-neural-networks 36 web3 35 security-tools 35 hacking 35 opensource 34 data-visualization 33 data 33 html 32 database 32 iot 31 gpt 31 vue 30 free-tutorials 30 neural-network 30 gamedev 29 aws 28 docker 28 research 28 community 27 libraries 26 video 26 architecture 26 reactjs 26 paper-list 26 developer-tools 26 github 26 collections 26 tensorflow 25 typescript 25 smart-contracts 25 flutter 25 hardware 25 cpp 25 ruby 25 framework 25 algorithms 24 solidity 24 software 24 survey 23 web-development 23 bioinformatics 23 gpt-4 23 react-native 23 links 23 game 23 automation 23 gpt-3 22 music 22 defi 22 git 21 testing 21 embedded 21 ml 21 documentation 21 games 21 transformer 21 graph-neural-networks 21 api 21 object-detection 21 unity 20 best-practices 20 software-engineering 20 llms 20 angular 20 markdown 20 pytorch 20 awesomeness 20 c 20 computer-graphics 20 django 19 startups 19 library 19 self-supervised-learning 19 productivity 19 serverless 19 segmentation 19 dotnet 19 apple 19 crypto 19 science 19 windows 19 csharp 19 audio 19 youtube 19 cryptography 19 microsoft 18 kotlin 18 self-hosted 18 federated-learning 18 awsome 18 hacktoberfest-accepted 18 data-mining 18 infosec 18 neural-networks 18 programming-language 18 penetration-testing 18 interview 18 pentesting 18 ui 17 visualization 17 knowledge-graph 17 data-analysis 17 chinese 17 mobile 17 raspberry-pi 17 r 17 guidelines 17 osint 17 cli 16 time-series 16 opendata 16 algorithm 16 mathematics 16 cloud-computing 16 webgl 16 multimodal 16 curated 16 containers 16 apps 16 azure 16 slam 16 deeplearning 16 python3 15 front-end 15 cloud-native 15 roadmap 15 game-engine 15 website 15 engineering 15 code 15 decentralized 15 graphql 15 mysql 15 image-processing 15 language 15 sql 15 jobs 15 blogs 15 big-data 14 autonomous-driving 14 machinelearning 14 generative-ai 14 marketing 14 deep-reinforcement-learning 14 coding 14 microservices 14 graph 14 awsome-list 14 startup 14 vuejs 14 knowledge 14 pentest 14 recommender-system 14 optimization 14 autonomous-vehicles 14 generative-art 14 technology 13 articles 13 multimodal-deep-learning 13 saas 13 statistics 13 llama 13 bert 13 gis 13 distributed-systems 13 reverse-engineering 13 bugbounty 13 devsecops 13 cheatsheet 13 chatbot 13 cms 13 mlops 13 prompt-engineering 13 data-structures 13 blog 13 detection 13 generative-adversarial-network 13 ros 12 analytics 12 prompt 12 icons 12 ecommerce 12 bash 12 webassembly 12 laravel 12 unicorns 12 wordpress 12 speech-recognition 12 representation-learning 12 selfhosted 12 android-development 12 data-engineering 12 svelte 12 resource 12 finance 12 backend 12 graphics 12 podcast 12 dart 12 mac 12 networking 12 software-development 12 ansible 12 remote-sensing 12 terminal 11 elasticsearch 11 transformers 11 node 11 pwa 11 static-analysis 11 gan 11 font 11 transfer-learning 11 dapp 11 interview-questions 11 js 11 p2p 11 malware-analysis 11 diffusion-models 11 guide 11 monitoring 11 oss 11 automl 11 graphics-programming 11 microservice 11 telegram 11 android-library 11 performance 11 swiftui 11 dotnet-core 11 hacktoberfest2020 11 seo 11 stable-diffusion 11 3d-graphics 10 creative-coding 10 hacktoberfest2021 10 text-mining 10 discord 10 model-compression 10 sysadmin 10 storage 10 question-answering 10 front-end-development 10 programming-languages 10 course 10 vscode 10 indonesia 10 point-cloud 10 hosting 10 language-model 10 unity3d 10 design-systems 10 react-components 10 animation 10 pose-estimation 10 search 10 search-engine 10 plugins 10 command-line 10 aigc 10 rails 10 wasm 10 evm 10 readme 10 movies 10 open-data 10 developer 9 gpts 9 webpack 9 book 9 vision-and-language 9 semantic-web 9 simulation 9 conference 9 image 9 planning 9 free-software 9 reddit 9 privacy-tools 9 interpretability 9 applications 9 authentication 9 beginner-friendly 9 speech-processing 9 fuzzing 9 augmented-reality 9 cvpr 9 reading-list 9 foss 9 postgresql 9 malware 9 databases 9 flask 9 gaming 9 ui-design 9 bookmarks 9 quantum-computing 9 haskell 9 videos 9 podcasts 9 objective-c 9 art 9 cv 9 quantization 9 vr 9 frameworks 9 jupyter-notebook 9 ctf 9 trading 9 nerf 9 bsd 8 time-series-analysis 8 swift-library 8 powershell 8 xcode 8 operating-system 8 bots 8 knowledge-base 8 article 8 google 8 multimodal-learning 8 docs 8 static-site-generator 8 gpu 8 guides 8 chatgpt-api 8 spring-boot 8 golang-library 8 climate-change 8 minecraft 8 blockchain-technology 8 erlang 8 network 8 few-shot-learning 8 infrastructure-as-code 8 leetcode 8 npm 8 text-to-image 8 json 8 korean 8 ubuntu 8 edge-computing 8 in-context-learning 8 terraform 8 reference 8 vision-transformer 8 nextjs 8 3d 8 email 8 shell 8 cross-platform 8 rest-api 8 ide 8 system-design 8 chinese-translation 8 prometheus 8 websites 8 fairness 8 arduino 8 xai 8 anomaly-detection 8 sentiment-analysis 8 application 8 fpga 8 generative-model 8 android-app 8 writing 8 machine-learning-algorithms 8 earth-observation 8 opencv 8 android-application 8 neural-architecture-search 8 flutter-apps 8 classification 8 tracking 8 flutter-examples 8 microservices-architecture 8 ux 8 leadership 8 social-network 8 twitter 8 semantic-segmentation 8 pruning 8 learning-resources 8 yolo 8 benchmark 8 geospatial 8 management 8 sustainability 8 ocr 7 es6 7 medical-imaging 7 gcp 7 webcomponents 7 cheatsheets 7 zh 7 electron 7 reasoning 7 hacktoberfest2023 7 numpy 7 wordpress-plugin 7 data-analytics 7 distributed-database 7 engine 7 command-line-tool 7 awesome-go 7 agent 7 adversarial-attacks 7 3d-vision 7 hacking-tools 7 checklist 7 drug-discovery 7 software-architecture 7 meta-learning 7 services 7 distributed-computing 7 adversarial-machine-learning 7 map 7 btc 7 lightning-network 7 production 7 incident-response 7 conferences 7 speech 7 speech-to-text 7 swift-language 7 unsupervised-learning 7