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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

1,120 stars
53 forks
410 projects

Last updated: 29 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

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
101 forks
218 projects

Last updated: 20 Sep 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

552 stars
49 forks
243 projects

Last updated: 04 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
135 projects

Last updated: 19 Aug 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-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

66 stars
8 forks
128 projects

Last updated: 12 Sep 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

6 stars
1 forks
52 projects

Last updated: 11 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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