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awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

awesome-list open-set open-set-domain-adaptation open-set-recognition open-source open-word-recognition out-of-distribution-detection

1,207 stars
149 forks
215 projects

Last updated: 17 Sep 2026

Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

anomaly anomaly-detection awesome awesome-lists distribution-shifts novelty-detection ood-detection ood-generalization ood-robustness open-set

1,024 stars
83 forks
661 projects

Last updated: 17 Sep 2026

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awesome-list 4,361 awesome 3,811 machine-learning 489 list 445 awesome-lists 416 deep-learning 402 resources 355 llm 342 ai 328 python 230 hacktoberfest 229 ai-agents 209 lists 204 javascript 198 artificial-intelligence 192 security 182 curated-list 169 open-source 156 programming 153 computer-vision 148 large-language-models 145 mcp 144 blockchain 143 nlp 126 tools 124 chatgpt 115 developer-tools 114 data-science 112 react 107 android 96 natural-language-processing 91 awesome-readme 91 ai-tools 90 claude-code 89 learning 89 generative-ai 88 devops 87 linux 87 cybersecurity 85 awesome-resources 83 ios 82 reinforcement-learning 82 papers 82 openai 80 robotics 76 ethereum 76 css 70 rust 69 nodejs 67 computer-science 66 kubernetes 65 prompt-engineering 65 survey 65 claude 65 agent 64 agent-skills 64 agentic-ai 63 macos 63 collection 62 playground 61 datasets 61 automation 61 game-development 60 golang 60 java 60 free-resources 59 getvm 57 php 56 hacking 56 design 55 web3 54 privacy 54 swift 53 education 52 tutorial 52 bitcoin 52 go 51 typescript 51 security-tools 50 dataset 50 gpt 50 llms 50 paper 50 free 50 frontend 50 agents 49 web 49 research 49 productivity 49 diffusion-models 47 books 47 github 46 deep-neural-networks 46 tutorials 46 rag 45 development 45 paper-list 45 plugins 43 skills 43 open-data 43 data-visualization 42 api 42 opensource 41 documentation 41 anthropic 41 gamedev 41 vue 41 docker 41 cryptocurrency 41 html 40 cloud 40 model-context-protocol 40 community 39 self-hosted 39 data 39 software 39 deepseek 38 ml 38 database 38 prompts 37 cpp 36 saas 36 multimodal 36 neural-network 36 game 35 video-generation 35 ai-agent 35 collections 35 cli 34 labex 34 hands-on 34 iot 34 exercises 33 testing 33 software-engineering 33 video 33 algorithms 33 reactjs 33 graph-neural-networks 32 marketing 32 pentesting 32 reverse-engineering 32 hardware 32 courses 32 dotnet 32 flutter 32 games 31 framework 31 react-native 31 solidity 31 codex 31 mlops 31 image-generation 30 ruby 30 defi 30 gemini 30 bioinformatics 30 penetration-testing 30 web-development 30 projects 30 aws 30 transformer 30 llm-agents 30 knowledge-graph 29 libraries 29 windows 29 openclaw 29 crypto 29 best-practices 29 csharp 29 architecture 29 pytorch 28 cryptography 28 object-detection 28 learning-resources 28 tensorflow 27 foundation-models 27 chinese 27 music 27 microsoft 27 slam 27 cursor 27 git 27 links 27 osint 27 smart-contracts 26 autonomous-agents 26 seo 26 data-analysis 26 ui 26 angular 26 claude-skills 26 jobs 26 interview 26 self-supervised-learning 26 vibe-coding 26 jev 26 markdown 25 data-mining 25 chatbot 25 mcp-server 25 infosec 25 mobile 25 time-series 25 3d 25 neural-networks 25 library 25 nextjs 24 roadmap 24 startup 24 computer-graphics 24 text-to-video 24 embedded 24 startups 24 science 24 text-to-image 24 deepseek-harness 24 awsome-list 24 audio 23 kotlin 23 django 23 awesomeness 23 mathematics 23 serverless 23 python3 23 segmentation 23 unity 23 reasoning 23 apple 23 autonomous-driving 23 dsh 23 mcp-servers 23 cloud-computing 22 llama 22 embodied-ai 22 devsecops 22 langchain 22 networking 22 game-engine 22 programming-language 22 federated-learning 22 c 22 apps 22 ai-coding 21 graph 21 awsome 21 monitoring 21 stable-diffusion 21 finance 21 terminal 21 deeplearning 21 optimization 21 gis 21 sql 21 dsh-plugin 21 software-development 21 visualization 21 azure 21 coding 21 blog 21 hacktoberfest-accepted 21 gpt-3 21 benchmark 21 transformers 20 engineering 20 blogs 20 opendata 20 decentralized 20 remote-sensing 20 multi-agent 20 website 20 youtube 20 r 20 representation-learning 19 gpt-4 19 statistics 19 vlm 19 js 19 curated 19 generative-art 19 graphql 19 raspberry-pi 19 ai-safety 19 cheatsheet 19 telegram 19 machinelearning 18 large-language-model 18 bugbounty 18 guidelines 18 cloud-native 18 backend 18 bash 18 prompt 18 ai-video 18 swiftui 18 front-end 18 code 18 software-libre 18 animation 17 nerf 17 system-one 17 pentest 17 autonomous-vehicles 17 foss 17 webgl 17 quantization 17 speech-recognition 17 containers 17 performance 17 image-processing 17 knowledge 17 data-structures 17 mllm 17 language 17 ai-security 17 analytics 17 command-line 17 aigc 17 videos 16 generative-model 16 espana 16 datos-abiertos 16 anomaly-detection 16 coding-agents 16 articles 16 llmops 16 microservices 16 solana 16 selfhosted 16 memory 16 diffusion 16 bert 16 vscode 16 data-engineering 16 spain 16 algorithm 16 awesome-ai 16 malware-analysis 16 readme 16 copilot 16 ecommerce 16 medical-imaging 16 reddit 16 pose-estimation 16 android-development 16 classification 16 distributed-systems 16 ros 16 big-data 16 laravel 16 dart 16 technology 16 detection 15 free-software 15 llm-security 15 evm 15 recommender-system 15 leetcode 15 system-design 15 multimodal-deep-learning 15 ctf 15 resource 15 trading 15 github-actions 15 typesafe-ai 15 npm 15 code-generation 15 beginner-friendly 15 multimodal-large-language-models 15 vuejs 15 mac 15 cms 14 vision-language-model 14 gaming 14 wasm 14 multi-agent-systems 14 webassembly 14 podcast 14 multimodal-learning 14 vector-database 14 planning 14 node 14 objective-c 14 students 14 bug-bounty 14 art 14 xai 14 android-library 14 3d-graphics 14 language-model 14 observability 14 interview-questions 14 yolo 14 knowledge-base 14 oss 14 static-analysis 14 sysadmin 14 dotnet-core 14 graphics 14 workflow 14 evaluation 14 typesafe 14 llm-tools 14 transfer-learning 14 mysql 14 p2p 14 react-components 14 generative-adversarial-network 14 gan 14 databases 13 developer 13 time-series-analysis 13 continual-learning 13 sre 13 unicorns 13 open-science 13 deep-reinforcement-learning 13 neuroscience 13 pwa 13 wordpress 13 programming-languages 13 quantitative-finance 13 storage 13 microservice 13 compliance 13 search 13 healthcare 13 ui-design 13 ai-art 13 discord 13 frameworks 13 rl 13 speech-to-text 13 semantic-segmentation 13 svelte 13 geospatial 13 few-shot-learning 13 guide 13 dapp 13 simulation 13 icons 13 directory 13 management 12 video-editing 12 cuda 12 elasticsearch 12 prompt-injection 12 graphics-programming 12 rest-api 12 es6 12 ros2 12 fuzzing 12 image 12 threat-intelligence 12 question-answering 12 machine-learning-algorithms 12 privacy-tools 12 vision-and-language 12 gobierno-abierto 12 article 12 rails 12 authentication 12 automl 12 chain-of-thought 12 gpu 12 qwen 12 software-architecture 12 alternatives 12 hacking-tools 12 cross-platform 12 search-engine 12 reading-list 12 lua 12 ai-development 12 google 12 leadership 12 unity3d 12 point-cloud 11 benchmarks 11 redteam 11 writing 11 design-systems 11 earth-observation 11 ux 11 vulnerabilities 11 podcasts 11 packages 11 in-context-learning 11 book 11 no-code 11 unsupervised-learning 11 creative-coding 11 cvpr 11 interview-preparation 11 course 11 font 11 swift-library 11 mobile-development 11 free-tutorials 11 quantum-computing 11