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yzhao062

individual

Scores

1 product on the map — 1 open.

PyOD

Openness

5 high confidence
5.0
license
BSD-2-Clause(OSI)
source
public(github.com/yzhao062/pyod)
core features withheld
no — academic-led project

BSD-2-Clause and built from the public repository. The project is run by its academic author with an advisory committee and sells nothing; the optional OpenAI encoder calls a paid third-party API but the library itself is whole.

Adoption

4 high confidence
4.0

Measured on monthly PyPI downloads of the pyod package.

Capability

5 medium confidence
5.0

Beyond its catalog of detectors, PyOD 3 will choose, run and compare detectors on the user's own data without the user picking one, which is the automation AutoGluon offers for prediction. That orchestration layer is what places it here; its detectors alone would sit with the toolkits.

  • https://raw.githubusercontent.com/yzhao062/pyod/master/README.rst recorded 2026-09-27

    README: "PyOD 3: Agentic Anomaly Detection At Scale"; "61 detectors across tabular, time series, graph, text, image, and audio data, one API"; usage layer "ADEngine ... You want PyOD to choose, compare, and assess automatically"; MCP tools "profile_data, plan_detection, build_detector ... run_detection, analyze_results".