"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
3,055 stars
454 forks
55 projects
Last updated: 30 Apr 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
2,798 stars
514 forks
138 projects
Last updated: 21 Apr 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
2,180 stars
194 forks
803 projects
Last updated: 06 May 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
1,633 stars
364 forks
49 projects
Last updated: 26 Apr 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
909 stars
75 forks
324 projects
Last updated: 26 Apr 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
596 stars
90 forks
217 projects
Last updated: 23 May 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
525 stars
50 forks
243 projects
Last updated: 23 Apr 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
460 stars
10 forks
114 projects
Last updated: 21 Apr 2025
awesome-failure-diagnosis
Awesome resources for failure diagnosis research.
aiops anomaly-detection awesome-list failure-detection failure-diagnosis fault-detection fault-diagnosis incident-management microservices observability
30 stars
3 forks
123 projects
Last updated: 03 May 2025
Video-Anomaly-Detection
Awesome Video Anomaly Detection
anomaly anomaly-detection awesome surveillance survey videoanomalydetection
15 stars
2 forks
32 projects
Last updated: 30 Apr 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
11 stars
3 forks
134 projects
Last updated: 17 Feb 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
0 stars
0 forks
64 projects
Last updated: 09 Feb 2025