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

0 "anomaly-detection" Awesome Lists

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

anomaly-detection anomaly-segmentation computer-vision dataset deep-learning defect-detection industrial-image medical

3,738 stars
338 forks
1,139 projects

Last updated: 17 Aug 2026

awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

anomaly-detection awesome-list data-analysis data-mining machine-learning outlier-detection temporal-data time-series

3,161 stars
463 forks
55 projects

Last updated: 20 Aug 2026

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

anomaly anomaly-detection anomalydetection awesome awesome-anomaly-detection awesomeanomalydetection deep-learning machine-learning machinelearning

2,901 stars
510 forks
138 projects

Last updated: 24 Aug 2026

awesome-AIOps

AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

aiops alarm-reduction anomaly-detection deep-learning machine-learning root-cause-analysis time-series-analysis

1,751 stars
382 forks
49 projects

Last updated: 31 Aug 2026

awesome-time-series-papers

An Awesome List of the latest time series papers and code from top AI venues.

anomaly-detection causal-discovery causal-discovery-methods early-detection irregular irregular-time-series time-series time-series-analysis time-series-classification time-series-early-classification

1,088 stars
54 forks
379 projects

Last updated: 22 Aug 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

1,014 stars
81 forks
661 projects

Last updated: 27 Jul 2026

awesome-time-series

Resources for working with time series and sequence data

anomaly-detection database machine-learning python time-series time-series-analysis time-series-classification time-series-data-mining time-series-database time-series-forecasting

699 stars
99 forks
218 projects

Last updated: 17 Aug 2026

Awesome-time-series

A comprehensive survey on the time series domains

anomaly-detection time-series time-series-analysis time-series-classification time-series-forecasting time-series-prediction

551 stars
49 forks
243 projects

Last updated: 15 Aug 2026

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture

547 stars
14 forks
135 projects

Last updated: 19 Aug 2026

Video-Anomaly-Detection

Awesome Video Anomaly Detection

anomaly anomaly-detection awesome surveillance survey videoanomalydetection

138 stars
10 forks
151 projects

Last updated: 30 Aug 2026

awesome-multivariate-time-series-anomaly-detection-algorithms

This repository contains a reading list of papers on multivariate time series anomaly detection. This repository is still being continuously improved.

anomaly-detection anomaly-detection-algorithm awesome awesome-list data-mining data-science dataset deep-learning fault-diagnosis machine-learning

81 stars
13 forks
144 projects

Last updated: 04 Aug 2026

awesome-time-series-analysis

📖 A curated list of awesome time-series papers, benchmarks, datasets, tutorials. (WIP)

anomaly-detection change-point-detection classification clustering data-mining forecasting imputation llm machine-learning segmentation

67 stars
9 forks
120 projects

Last updated: 14 Aug 2026

awesome-failure-diagnosis

Awesome resources for failure diagnosis research.

aiops anomaly-detection awesome-list cloud-ops cloudops failure-diagnosis fault-detection fault-diagnosis incident-management observability

65 stars
8 forks
128 projects

Last updated: 04 Aug 2026

Unsupervised-Anomaly-Detection-in-Brain-MRI

A Collection of Data sets and Approaches to UAD in Brain MRI.

anomaly-detection awesome-list brain-mri generative-model review self-supervision unsupervised-anomaly-detection

26 stars
4 forks
136 projects

Last updated: 04 Sep 2026

awesome-tsad

List of time series anomaly detection resources, including methods, datasets, benchmarks, libraries, frameworks, and papers.

anomaly-detection collection machine-learning outlier-detection time-series

5 stars
2 forks
64 projects

Last updated: 17 Apr 2026

awesome-ts-anomaly-detection-datasets

Collection of Time-Series Anomaly Detection Datasets

anomaly anomaly-detection awesome-list benchmark dataset machine-learning outlier-detection time-series

5 stars
1 forks
52 projects

Last updated: 23 Jun 2026

Search
Keywords
awesome-list 4,549 awesome 4,029 awesome-lists 651 machine-learning 493 list 428 deep-learning 403 ai 351 resources 339 llm 320 python 237 hacktoberfest 229 lists 205 javascript 201 artificial-intelligence 192 ai-agents 187 security 185 open-source 176 programming 156 computer-vision 149 blockchain 147 large-language-models 140 curated-list 139 mcp 135 nlp 129 tools 127 chatgpt 115 data-science 114 react 111 developer-tools 110 android 97 natural-language-processing 94 learning 91 devops 90 awesome-readme 90 cybersecurity 86 linux 86 ai-tools 83 ios 83 generative-ai 82 papers 82 awesome-resources 82 reinforcement-learning 80 ethereum 77 openai 77 claude-code 77 robotics 75 css 74 rust 70 nodejs 67 kubernetes 66 computer-science 65 survey 64 collection 63 claude 62 datasets 61 golang 61 playground 61 prompt-engineering 61 design 60 game-development 60 macos 60 agent 60 java 60 agentic-ai 59 free-resources 59 automation 57 getvm 57 web3 57 privacy 56 php 56 hacking 56 agent-skills 55 bitcoin 54 frontend 53 education 52 llms 52 tutorial 51 swift 51 go 51 paper 50 gpt 50 free 50 typescript 49 web 49 security-tools 49 research 49 books 48 github 48 dataset 48 tutorials 48 deep-neural-networks 46 api 46 opensource 46 agents 46 data 46 cryptocurrency 45 development 45 diffusion-models 45 productivity 45 cloud 44 rag 43 data-visualization 43 paper-list 43 html 42 database 42 docker 41 gamedev 41 documentation 41 vue 41 anthropic 41 open-data 40 software 40 community 40 ml 40 model-context-protocol 39 web-development 38 collections 38 game 37 multimodal 36 skills 36 neural-network 36 self-hosted 35 plugins 35 cli 35 testing 35 iot 35 reactjs 34 labex 34 aws 34 hands-on 34 crypto 34 prompts 34 ai-agent 34 courses 33 algorithms 33 exercises 33 cpp 33 software-engineering 33 flutter 32 mlops 32 defi 32 marketing 32 hardware 32 framework 32 video 32 graph-neural-networks 32 solidity 31 react-native 31 penetration-testing 31 games 31 ruby 30 bioinformatics 30 saas 30 architecture 30 libraries 30 dotnet 30 projects 30 gemini 30 video-generation 30 transformer 30 image-generation 29 pentesting 29 reverse-engineering 29 csharp 29 mobile 29 best-practices 28 deepseek 28 data-analysis 28 openclaw 28 knowledge-graph 28 microsoft 28 smart-contracts 28 object-detection 28 llm-agents 28 windows 27 links 27 music 27 cryptography 27 science 27 angular 27 osint 27 pytorch 27 tensorflow 27 slam 27 foundation-models 27 library 26 learning-resources 26 serverless 26 nextjs 26 markdown 26 ui 26 jobs 26 self-supervised-learning 26 embedded 25 cursor 25 django 25 infosec 25 time-series 25 git 25 3d 25 data-mining 25 mcp-server 25 chinese 24 computer-graphics 24 awsome-list 24 chatbot 24 seo 24 mathematics 24 claude-skills 24 kotlin 24 roadmap 24 autonomous-agents 24 neural-networks 24 codex 23 engineering 23 vibe-coding 23 startups 23 reasoning 23 awesomeness 23 game-engine 23 sql 23 interview 23 apple 23 audio 23 finance 23 blog 23 autonomous-driving 23 langchain 23 unity 23 segmentation 23 mcp-servers 23 cloud-computing 23 programming-language 22 decentralized 22 coding 22 startup 22 networking 22 llama 22 c 22 python3 22 devsecops 22 website 22 federated-learning 22 text-to-image 22 software-development 22 graphql 21 embodied-ai 21 gpt-3 21 hacktoberfest-accepted 21 monitoring 21 deeplearning 21 r 21 visualization 21 benchmark 21 blogs 21 azure 21 apps 21 awsome 21 opendata 20 curated 20 youtube 20 terminal 20 graph 20 ai-safety 20 transformers 20 js 20 ai-coding 20 optimization 20 stable-diffusion 20 gis 20 speech-recognition 19 telegram 19 cloud-native 19 vlm 19 statistics 19 representation-learning 19 remote-sensing 19 raspberry-pi 19 machinelearning 19 big-data 19 gpt-4 19 generative-art 19 backend 19 multi-agent 19 text-to-video 18 aigc 18 laravel 18 guidelines 18 front-end 18 pentest 18 swiftui 18 data-structures 18 analytics 18 code 18 bugbounty 18 nerf 17 generative-model 17 foss 17 malware-analysis 17 knowledge 17 prompt 17 webgl 17 github-actions 17 containers 17 animation 17 cheatsheet 17 large-language-model 17 quantization 17 data-engineering 17 command-line 17 android-development 17 autonomous-vehicles 17 mllm 17 bash 17 image-processing 17 medical-imaging 16 bert 16 system-design 16 databases 16 vscode 16 dart 16 technology 16 articles 16 espana 16 spain 16 microservices 16 ai-security 16 gaming 16 videos 16 language 16 algorithm 16 pose-estimation 16 llmops 16 anomaly-detection 16 performance 16 distributed-systems 16 readme 16 ros 16 reddit 16 copilot 15 code-generation 15 vuejs 15 leetcode 15 wasm 15 multimodal-large-language-models 15 evm 15 awesome-ai 15 google 15 solana 15 drones 15 ecommerce 15 webassembly 15 detection 15 multimodal-deep-learning 15 selfhosted 15 react-components 15 cms 15 resource 15 diffusion 15 mysql 15 mac 15 coding-agents 15 trading 15 recommender-system 15 p2p 15 students 15 ai-video 15 npm 15 beginner-friendly 15 uav 15 art 15 vision-language-model 14 ui-design 14 utilities 14 graphics 14 healthcare 14 gan 14 android-library 14 discord 14 frameworks 14 observability 14 memory 14 podcast 14 knowledge-base 14 ctf 14 mobile-development 14 open-science 14 language-model 14 icons 14 yolo 14 ai-art 14 software-architecture 14 3d-graphics 14 vector-database 14 oss 14 wordpress 14 multimodal-learning 14 dotnet-core 14 planning 14 llm-security 14 software-libre 14 generative-adversarial-network 14 xai 14 static-analysis 13 datos-abiertos 13 workflow 13 deep-reinforcement-learning 13 speech-to-text 13 sustainability 13 objective-c 13 semantic-segmentation 13 storage 13 automl 13 threat-intelligence 13 rest-api 13 evaluation 13 transfer-learning 13 drone 13 bug-bounty 13 free-software 13 few-shot-learning 13 sysadmin 13 sre 13 svelte 13 fintech 13 quantum-computing 13 continual-learning 13 dsh-plugin 13 pwa 13 webdevelopment 13 unicorns 13 time-series-analysis 13 microservice 13 multi-agent-systems 13 deepseek-harness 13 dapp 13 node 13 interview-questions 13 developer 13 rl 13 simulation 13 infrastructure 13 search 13 model-compression 13 programming-languages 13 geospatial 13 es6 12 search-engine 12 llm-tools 12 guide 12 leadership 12 management 12 reading-list 12 gpu 12 question-answering 12 postgresql 12 lua 12 cicd 12 privacy-tools 12 creative-coding 12 neuroscience 12 prompt-injection 12 application 12 fuzzing 12 elasticsearch 12 static-site-generator 12 graphics-programming 12 webapp 12 test-automation 12 machine-learning-algorithms 12 cross-platform 12 cuda 12 image 12 web-design 12 vulnerabilities 12 ux 12 email 12 social-media 12 chain-of-thought 12 authentication 12 vision-and-language 12 rails 12 social-network 12 article 12 cyber-security 12 compliance 12 infrastructure-as-code 12 ros2 12 edge-computing 12 dsh 11 cvpr 11 python-library 11 packages 11 apis 11 anime 11 elixir 11 in-context-learning 11 podcasts 11 retrieval-augmented-generation 11 design-systems 11