PyOD

Provides implementations of over 30 outlier/anomaly detection algorithms, all with a common interface.

Website

N/A

Repository

https://github.com/yzhao062/pyod

Byline

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

License

BSD

Project age

4 years 6 months

Backers

Personal Project (Creator and maintainer)

Lastest News (2022-04-23)

v1.0.0 Add KDE detector; Disable the bias term in DeepSVDD; Fix a set of issues of autoencoders; Add sampling based detector. more

Size score (1 to 10, higher is better)

2.25

Trend score (1 to 10, higher is better)

7.5

Education Resources

URL

Resource Type

Description

https://pyod.readthedocs.io/en/latest/

Documentation

Official project documentation.

https://www.jmlr.org/papers/volume20/19-011/19-011.pdf

Paper

Paper in Journal of Machine Learning Reseach describing PyOD

Git Commit Statistics

Statistics computed using Git data through March 31, 2022.

Statistic

Lifetime

Last 12 Months

Commits

2,432

366

Lines committed

356,369

37,722

Unique committers

40

16

Core committers

7

8

../_images/yzhao062_pyod-monthly-commits.png

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