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"fairness-ml" Awesome Lists

awesome-imbalanced-learning

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

awesome awesome-list class-imbalance deep-learning ensemble-learning fair-ml fairness-ml imbalanced-classes imbalanced-classification imbalanced-data

1,280 stars
218 forks
129 projects

Last updated: 15 May 2024

awesome-ml-fairness

Papers and online resources related to machine learning fairness

awesome fairness fairness-ai fairness-ml human-ai-interaction machine-learning papers research-paper trustworthy-machine-learning

58 stars
5 forks
236 projects

Last updated: 13 May 2024

Awesome-Robust-Machine-Learning

A curated list of Robust Machine Learning papers/articles and recent advancements.

awesome-list bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ai fairness-ml

18 stars
0 forks
906 projects

Last updated: 10 May 2024

awesome-distribution-shift

A curated list of Distribution Shift papers/articles and recent advancements.

bias-detection concept-shift covariate-shift data data-shift distribution-shift fairness fairness-ml label-shift machine-learning

13 stars
0 forks
269 projects

Last updated: 30 Oct 2024

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awesome-list 3,303 awesome 2,969 machine-learning 396 list 368 deep-learning 343 awesome-lists 314 resources 285 hacktoberfest 240 python 193 lists 187 javascript 171 programming 150 security 142 ai 133 computer-vision 132 blockchain 125 artificial-intelligence 124 data-science 103 llm 102 nlp 98 open-source 97 tools 97 react 92 chatgpt 85 natural-language-processing 80 android 79 large-language-models 77 linux 76 learning 73 awesome-readme 73 curated-list 71 ios 70 ethereum 68 css 67 devops 67 papers 67 awesome-resources 63 playground 60 nodejs 59 courses 59 computer-science 59 free-resources 58 getvm 57 game-development 57 kubernetes 56 reinforcement-learning 55 macos 54 privacy 53 cybersecurity 52 robotics 51 design 49 tutorial 49 golang 49 java 49 rust 49 collection 48 hands-on 47 labex 47 frontend 47 bitcoin 47 education 46 paper 46 hacking 45 cryptocurrency 44 go 43 web 43 openai 43 books 42 web3 42 swift 42 datasets 42 cloud 42 dataset 41 php 40 exercises 40 deep-neural-networks 40 free 40 gpt 39 data 39 html 39 development 39 security-tools 39 tutorials 37 docker 36 gamedev 36 vue 36 survey 36 data-visualization 35 opensource 35 database 34 research 33 paper-list 32 github 32 iot 32 developer-tools 32 reactjs 31 community 30 typescript 30 neural-network 30 framework 30 software 29 documentation 29 ruby 29 aws 29 collections 29 game 28 video 28 smart-contracts 28 llms 28 libraries 27 architecture 27 flutter 27 tensorflow 27 cpp 27 hardware 27 bioinformatics 26 web-development 26 graph-neural-networks 26 testing 26 gpt-4 26 transformer 26 defi 25 automation 25 games 25 crypto 25 music 25 solidity 25 algorithms 25 links 25 csharp 24 angular 24 generative-ai 24 react-native 24 git 24 pytorch 24 gpt-3 23 unity 23 dotnet 23 audio 23 software-engineering 23 django 23 windows 23 cryptography 23 computer-graphics 23 api 23 library 22 diffusion-models 22 embedded 22 projects 22 penetration-testing 22 r 22 self-supervised-learning 22 best-practices 22 ml 22 youtube 22 science 22 pentesting 21 data-analysis 21 self-hosted 21 object-detection 21 microsoft 21 kotlin 21 awsome-list 21 visualization 21 productivity 21 markdown 21 cloud-computing 20 opendata 20 infosec 20 awsome 20 osint 20 startups 20 segmentation 20 ui 20 apple 20 serverless 20 awesomeness 20 sql 19 neural-networks 19 mathematics 19 hacktoberfest-accepted 19 data-mining 19 c 19 chinese 18 azure 18 website 18 stable-diffusion 18 autonomous-driving 18 game-engine 18 programming-language 18 federated-learning 18 jobs 18 raspberry-pi 18 engineering 18 roadmap 18 algorithm 17 mobile 17 cli 17 interview 17 graphql 17 containers 17 apps 17 time-series 17 graph 17 deeplearning 17 startup 17 saas 17 slam 17 knowledge 17 coding 17 image-processing 17 statistics 17 python3 17 llama 17 knowledge-graph 17 guidelines 17 code 16 microservices 16 cloud-native 16 webgl 16 learning-resources 16 bash 16 articles 16 marketing 16 blog 16 chatbot 16 language 16 front-end 16 optimization 16 curated 16 multimodal 16 networking 16 blogs 16 mlops 16 cheatsheet 16 decentralized 16 machinelearning 15 ros 15 graphics 15 devsecops 15 big-data 15 prompt-engineering 15 software-development 15 bugbounty 15 autonomous-vehicles 15 generative-art 15 analytics 15 representation-learning 15 technology 15 reverse-engineering 15 pentest 15 aigc 15 resource 15 bert 15 data-engineering 14 prompt 14 nerf 14 mac 14 vuejs 14 transformers 14 distributed-systems 14 terminal 14 foundation-models 14 icons 14 detection 14 data-structures 14 selfhosted 14 recommender-system 14 agent 13 font 13 open-data 13 generative-adversarial-network 13 remote-sensing 13 backend 13 ansible 13 multimodal-deep-learning 13 nextjs 13 performance 13 laravel 13 readme 13 speech-recognition 13 microservice 13 cms 13 3d 13 webassembly 13 dotnet-core 13 foss 13 unicorns 13 deep-reinforcement-learning 13 mysql 13 telegram 13 dart 13 gis 13 finance 13 malware-analysis 12 graphics-programming 12 dapp 12 haskell 12 guide 12 image 12 monitoring 12 rails 12 objective-c 12 android-library 12 svelte 12 art 12 discord 12 animation 12 gan 12 swiftui 12 wordpress 12 seo 12 ecommerce 12 podcast 12 android-development 12 pwa 12 command-line 12 oss 12 p2p 12 plugins 12 videos 11 free-software 11 unity3d 11 question-answering 11 front-end-development 11 ui-design 11 storage 11 elasticsearch 11 hacktoberfest2020 11 automl 11 creative-coding 11 course 11 cvpr 11 gaming 11 databases 11 transfer-learning 11 sysadmin 11 hosting 11 js 11 vision-and-language 11 planning 11 static-analysis 11 frameworks 11 point-cloud 11 pose-estimation 11 node 11 wasm 11 gpu 10 search 10 programming-languages 10 language-model 10 movies 10 design-systems 10 docs 10 hacktoberfest2021 10 rest-api 10 3d-graphics 10 article 10 chatgpt-api 10 explainable-ai 10 model-compression 10 interpretability 10 malware 10 evm 10 speech-processing 10 cv 10 diffusion 10 text-to-image 10 arduino 10 webpack 10 interview-questions 10 postgresql 10 privacy-tools 10 developer 10 bookmarks 10 indonesia 10 search-engine 10 yolo 10 guides 10 climate-change 10 operating-system 10 beginner-friendly 10 vr 10 network 10 vscode 10 react-components 10 gpts 10 ctf 10 golang-library 10 fuzzing 10 text-mining 10 ux 10 simulation 9 authentication 9 flask 9 cuda 9 cicd 9 blockchain-technology 9 sustainability 9 erlang 9 generative-model 9 ide 9 time-series-analysis 9 google 9 code-generation 9 management 9 json 9 ros2 9 unsupervised-learning 9 social-network 9 augmented-reality 9 datascience 9 book 9 sre 9 edge-computing 9 infrastructure-as-code 9 podcasts 9 reading-list 9 open-science 9 webcomponents 9 ionic 9 swift-library 9 application 9 fairness 9 benchmark 9 trading 9 unix 9 machine-learning-algorithms 9 classification 9 large-language-model 9 anomaly-detection 9 writing 9 reddit 9 students 9 cross-platform 9 image-generation 9 jupyter-notebook 9 semantic-web 9 leetcode 9 system-design 9 conference 9 applications 9 quantum-computing 9 hacking-tools 9 multimodal-learning 9 npm 9 quantization 9 fpga 9 medical-imaging 9 k8s 9 microservices-architecture 9 chemistry 8 exploit 8 ubuntu 8 electronics 8 spark 8 robot 8 leadership 8 adversarial-attacks 8 websites 8 xcode 8 ruby-on-rails 8 adversarial-machine-learning 8 fintech 8 swift-language 8 linux-desktop 8 ui-components 8 flutter-examples 8 email 8 flutter-apps 8 threat-intelligence 8 chinese-translation 8 geospatial 8 paperlist 8 prometheus 8 android-application 8 bug-bounty 8 powershell 8 cyber-security 8 software-architecture 8 shell 8 unreal-engine 8 semantic-segmentation 8 neural-architecture-search 8 redux 8 few-shot-learning 8 self-driving-car 8 pruning 8 earth-observation 8 incident-response 8 cncf 8 distributed-database 8 webapp 8 dapps 8 services 8 knowledge-base 8 minecraft 8 korean 8 in-context-learning 8 curated-lists 8