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"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

3,798 stars
344 forks
1,171 projects

Last updated: 26 Sep 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

3,165 stars
462 forks
55 projects

Last updated: 20 Sep 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

2,910 stars
509 forks
138 projects

Last updated: 30 Sep 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: 24 Sep 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

1,134 stars
54 forks
468 projects

Last updated: 19 Oct 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

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

700 stars
102 forks
218 projects

Last updated: 21 Oct 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: 17 Sep 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
136 projects

Last updated: 18 Sep 2026

Video-Anomaly-Detection

Awesome Video Anomaly Detection

anomaly anomaly-detection awesome surveillance survey videoanomalydetection

140 stars
10 forks
151 projects

Last updated: 10 Sep 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
14 forks
144 projects

Last updated: 04 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

68 stars
8 forks
128 projects

Last updated: 28 Sep 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

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

29 stars
4 forks
136 projects

Last updated: 17 Sep 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

9 stars
1 forks
52 projects

Last updated: 24 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
65 projects

Last updated: 17 Apr 2026

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30 ruby 30 image-generation 30 defi 30 llm-agents 30 gemini 30 transformer 30 aws 30 projects 30 web-development 30 penetration-testing 30 knowledge-graph 29 architecture 29 windows 29 crypto 29 csharp 29 openclaw 29 libraries 29 best-practices 29 learning-resources 28 cryptography 28 pytorch 28 object-detection 28 slam 27 microsoft 27 music 27 foundation-models 27 osint 27 tensorflow 27 git 27 chinese 27 links 27 cursor 27 vibe-coding 26 interview 26 seo 26 jobs 26 autonomous-agents 26 jev 26 angular 26 smart-contracts 26 claude-skills 26 data-analysis 26 ui 26 self-supervised-learning 26 infosec 25 neural-networks 25 chatbot 25 3d 25 mcp-server 25 library 25 time-series 25 data-mining 25 markdown 25 mobile 25 nextjs 24 roadmap 24 startups 24 awsome-list 24 text-to-video 24 text-to-image 24 embedded 24 startup 24 deepseek-harness 24 computer-graphics 24 science 24 django 23 kotlin 23 apple 23 mcp-servers 23 awesomeness 23 segmentation 23 reasoning 23 dsh 23 python3 23 mathematics 23 serverless 23 unity 23 autonomous-driving 23 audio 23 game-engine 22 devsecops 22 apps 22 cloud-computing 22 embodied-ai 22 federated-learning 22 langchain 22 networking 22 programming-language 22 c 22 llama 22 software-development 21 sql 21 benchmark 21 hacktoberfest-accepted 21 azure 21 dsh-plugin 21 finance 21 ai-coding 21 terminal 21 graph 21 monitoring 21 gis 21 coding 21 gpt-3 21 awsome 21 blog 21 visualization 21 deeplearning 21 optimization 21 stable-diffusion 21 multi-agent 20 remote-sensing 20 website 20 transformers 20 blogs 20 r 20 youtube 20 engineering 20 decentralized 20 opendata 20 representation-learning 19 gpt-4 19 graphql 19 vlm 19 telegram 19 ai-safety 19 curated 19 js 19 raspberry-pi 19 statistics 19 cheatsheet 19 generative-art 19 bash 18 large-language-model 18 software-libre 18 bugbounty 18 front-end 18 prompt 18 backend 18 machinelearning 18 code 18 cloud-native 18 ai-video 18 swiftui 18 guidelines 18 speech-recognition 17 image-processing 17 nerf 17 system-one 17 foss 17 quantization 17 containers 17 data-structures 17 language 17 mllm 17 performance 17 analytics 17 aigc 17 animation 17 ai-security 17 autonomous-vehicles 17 webgl 17 knowledge 17 command-line 17 pentest 17 videos 16 readme 16 reddit 16 microservices 16 solana 16 algorithm 16 diffusion 16 articles 16 generative-model 16 medical-imaging 16 pose-estimation 16 llmops 16 ecommerce 16 laravel 16 selfhosted 16 android-development 16 ros 16 malware-analysis 16 big-data 16 vscode 16 dart 16 technology 16 distributed-systems 16 spain 16 coding-agents 16 data-engineering 16 copilot 16 memory 16 awesome-ai 16 espana 16 anomaly-detection 16 datos-abiertos 16 bert 16 classification 16 free-software 15 ctf 15 llm-security 15 code-generation 15 beginner-friendly 15 typesafe-ai 15 detection 15 trading 15 mac 15 multimodal-large-language-models 15 system-design 15 github-actions 15 vuejs 15 npm 15 recommender-system 15 multimodal-deep-learning 15 resource 15 evm 15 leetcode 15 yolo 14 3d-graphics 14 graphics 14 planning 14 p2p 14 gaming 14 sysadmin 14 vision-language-model 14 node 14 evaluation 14 cms 14 android-library 14 generative-adversarial-network 14 react-components 14 knowledge-base 14 multimodal-learning 14 language-model 14 bug-bounty 14 workflow 14 wasm 14 webassembly 14 observability 14 interview-questions 14 static-analysis 14 llm-tools 14 gan 14 objective-c 14 xai 14 dotnet-core 14 mysql 14 transfer-learning 14 students 14 art 14 podcast 14 vector-database 14 typesafe 14 multi-agent-systems 14 oss 14 databases 13 frameworks 13 directory 13 semantic-segmentation 13 few-shot-learning 13 deep-reinforcement-learning 13 microservice 13 developer 13 ui-design 13 healthcare 13 ai-art 13 open-science 13 neuroscience 13 discord 13 quantitative-finance 13 simulation 13 search 13 pwa 13 storage 13 dapp 13 icons 13 unicorns 13 guide 13 compliance 13 rl 13 sre 13 svelte 13 time-series-analysis 13 programming-languages 13 continual-learning 13 speech-to-text 13 geospatial 13 wordpress 13 ros2 12 question-answering 12 automl 12 machine-learning-algorithms 12 chain-of-thought 12 reading-list 12 cross-platform 12 qwen 12 article 12 hacking-tools 12 prompt-injection 12 graphics-programming 12 unity3d 12 alternatives 12 lua 12 management 12 google 12 es6 12 leadership 12 search-engine 12 vision-and-language 12 ai-development 12 software-architecture 12 image 12 fuzzing 12 video-editing 12 gpu 12 threat-intelligence 12 rest-api 12 privacy-tools 12 elasticsearch 12 cuda 12 rails 12 authentication 12 gobierno-abierto 12 unsupervised-learning 11 no-code 11 webpack 11 arxiv 11 3d-reconstruction 11 github-copilot 11 model-compression 11 webapp 11 postgresql 11 point-cloud 11 fintech 11 arduino 11 earth-observation 11 book 11 interpretability 11 redteam 11 ux 11 incident-response 11 utilities 11 haskell 11 llm-agent 11 social-network 11 packages 11