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Description

PyOD is an open-source Python toolbox for performing scalable outlier detection on multivariate data. Uniquely, it provides access to a wide range of outlier detection algorithms, including established outlier ensembles and more recent neural network-based approaches, under a single, well-documented API designed for use by both practitioners and researchers. The toolkit consists of three major groups of functionalities: (i) outlier detection algorithms; (ii) outlier ensemble frameworks and (iii) outlier detection utility functions.

Repository

https://github.com/yzhao062/pyod.git

Project Slug

pyod

Last Built

2 weeks, 1 day ago passed

Maintainers

Home Page

https://github.com/yzhao062/pyod

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Tags

python, anomaly-detection, outlier-detection, outlier-ensembles

Project Privacy Level

Public

Short URLs

pyod.readthedocs.io
pyod.rtfd.io

Default Version

latest

'latest' Version

development