yzhao062/pyod
在全部 GitHub 仓库 中按Star排名第 232（共 803）
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…
最新指标
| Star | 10.0k | 2026-09-12 |
|---|---|---|
| Fork | 1.5k | 2026-09-12 |
| 提交 | 2.1k | 2026-09-12 |
| 发布 | 62 | 2026-09-12 |
| Watcher | 151 | 2026-09-12 |
| 开放 issue | 187 | 2026-09-12 |
| 开放 PR | 57 | 2026-09-12 |