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Repositories in this selection 7 · UTC 2026-11-03
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1—Ccleanlab / cleanlabCleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.PythonApache-2.0 · PermissiveInsufficient rank history11,728937——2026-01-13
2—Yyzhao062 / pyodA Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.PythonBSD-2-Clause · PermissiveInsufficient rank history10,0741,520——2026-10-28
3—Yyzhao062 / anomaly-detection-resourcesAnomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!PythonAGPL-3.0 · Share derivative sourceInsufficient rank history9,4381,800——2026-03-02
4—Rrob-med / awesome-TS-anomaly-detectionList of tools & datasets for anomaly detection on time-series data.UnknownUnknown · Restricted / unknownInsufficient rank history3,166463——2024-10-21
5—Vvisual-layer / fastdupfastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.PythonNOASSERTION · Restricted / unknownInsufficient rank history1,91795——2026-08-23
6—Ssafe-graph / graph-fraud-detection-papersA curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resourcesUnknownUnknown · Restricted / unknownInsufficient rank history1,900300——2026-09-13
7—MMinqi824 / ADBenchOfficial Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.PythonBSD-2-Clause · PermissiveInsufficient rank history1,032152——2026-01-08
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