"outlier-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-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-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
active-learning awesome-list bias-detection computer-vision data-centric-ai data-curation data-drift data-versioning data-visualization deep-learning
729 stars
36 forks
56 projects
Last updated: 16 Oct 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