/odl

Python package for detecting outlier within multidimensional data

Primary LanguageCGNU General Public License v3.0GPL-3.0

Outlier detection library

Python package for detecting outlier within multidimensional numerical data, supporting a variety of algorithms such as Z-score, IWR, Isolation forest, Tukeys fence and Mahalanobis distance.

What should this programm do?

Odlib is intented to be foremost an outlier detection function, the user inserts an array of values and get's two arrays as a return, one which includes the main group, and one that only includes outliers that are not detected to be part of the main bulk of data.