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yzhao062/pyod

Python 首次收录 2017-10-03 更新于 2026-07-16 查看源 ↗

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A 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.

项目介绍

PyOD is agent-ready. Claude Code and Codex can use the od-expert skill to drive ADEngine investigations, while MCP-compatible agents can query PyOD's detector knowledge and planning tools. The classic fit/predict API stays unchanged.

PyOD 3 is the most comprehensive Python library for anomaly detection. Four pillars:

=========================== ======================================================================================== Pillar What it means =========================== ======================================================================================== Multi-Modal 61 detectors across tabular, time series, graph, text, image, and audio data, one API Full Lifecycle From raw…

摘自 github.com/yzhao062/pyod

最新指标

Star 9.9k 2026-07-16
Fork 1.5k 2026-07-16
提交 2.1k 2026-07-16
发布 58 2026-07-16
Watcher 150 2026-07-16
开放 issue 187 2026-07-16
开放 PR 40 2026-07-16