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"anomaly-detection" Awesome Lists

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

3,128 stars
462 forks
55 projects

Last updated: 06 Oct 2025

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

2,834 stars
512 forks
138 projects

Last updated: 25 Sep 2025

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

2,716 stars
236 forks
869 projects

Last updated: 15 Sep 2025

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

1,689 stars
367 forks
49 projects

Last updated: 19 Sep 2025

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

947 stars
76 forks
325 projects

Last updated: 18 Sep 2025

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

636 stars
93 forks
218 projects

Last updated: 28 Sep 2025

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

537 stars
50 forks
243 projects

Last updated: 05 Sep 2025

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

532 stars
12 forks
132 projects

Last updated: 07 Oct 2025

Video-Anomaly-Detection

Awesome Video Anomaly Detection

anomaly anomaly-detection awesome surveillance survey videoanomalydetection

51 stars
3 forks
151 projects

Last updated: 07 Sep 2025

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

41 stars
4 forks
123 projects

Last updated: 05 Sep 2025

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

18 stars
3 forks
134 projects

Last updated: 28 Jul 2025

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

1 stars
0 forks
64 projects

Last updated: 02 Sep 2025

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front-end 18 llama 18 reverse-engineering 18 machinelearning 18 representation-learning 18 nextjs 18 backend 17 optimization 17 algorithm 17 image-processing 17 knowledge 17 cloud-native 17 transformers 17 cheatsheet 17 containers 17 language 17 generative-art 17 software-development 17 stable-diffusion 17 decentralized 17 code 17 cms 16 data-structures 16 articles 16 webgl 16 microservices 16 networking 16 bert 16 nerf 16 seo 16 big-data 16 analytics 16 animation 15 dart 15 mysql 15 autonomous-vehicles 15 open-data 15 readme 15 technology 15 pentest 15 ros 15 monitoring 15 icons 15 resource 15 graphics 15 detection 15 selfhosted 14 react-components 14 vuejs 14 performance 14 terminal 14 multimodal-deep-learning 14 node 14 videos 14 mac 14 large-language-model 14 android-development 14 android-library 14 art 14 distributed-systems 14 unicorns 14 code-generation 14 diffusion 14 telegram 14 recommender-system 14 awesome-ai 14 devsecops 14 finance 14 deepseek 14 p2p 14 webassembly 14 prompt 14 foss 14 oss 14 data-engineering 14 language-model 14 microservice 13 malware-analysis 13 agentic-ai 13 vscode 13 wordpress 13 embodied-ai 13 speech-recognition 13 postgresql 13 multimodal-large-language-models 13 webdevelopment 13 podcast 13 evm 13 generative-adversarial-network 13 search 13 command-line 13 fuzzing 13 deep-reinforcement-learning 13 plugins 13 laravel 13 frameworks 13 text-to-image 13 swiftui 13 pose-estimation 13 remote-sensing 13 quantum-computing 13 dotnet-core 13 gis 13 transfer-learning 13 webapp 12 dapp 12 guide 12 discord 12 gaming 12 interview-questions 12 static-analysis 12 video-generation 12 leetcode 12 rails 12 generative-model 12 npm 12 image-generation 12 chain-of-thought 12 search-engine 12 wasm 12 gan 12 storage 12 elasticsearch 12 rag 12 anomaly-detection 12 pwa 12 image 12 es6 12 mcp-server 12 sustainability 12 graphics-programming 12 static-site-generator 12 svelte 12 vlm 12 multimodal-learning 12 cross-platform 12 font 12 few-shot-learning 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hacking-tools 10 ide 10 malware 10 solana 10 hacktoberfest2021 10 bookmarks 10 social-network 10 augmented-reality 10 operating-system 10 android-application 10 cyber-security 10 android-app 10 vision-language-model 10 prompts 10 ansible 10 cv 10 neuroscience 10 speech-processing 10 interpretability 10 datascience 10 management 10 semantic-segmentation 10 explainable-ai 10 chatgpt-api 10 arduino 10 langchain 10 utilities 10 model-compression 10 golang-library 10 bot 10 flutter-apps 10 machine-learning-algorithms 10 redis 9 jupyter-notebook 9 linux-desktop 9 privacy-tools 9 fairness 9 conference 9 material-design 9 email 9 compiler 9 llmops 9 tool 9 classification 9 math 9 cicd 9 infrastructure 9 test-automation 9 exploit 9 alternatives 9 trading 9 erlang 9 gpu 9 politics 9 lua 9 anime 9 arkit 9 simulation 9 swift-library 9 quantization 9 software-architecture 9