python3-hdmedians

high-dimensional medians in Python3

Description

Various definitions for a high-dimensional median exist and this Python package provides a number of fast implementations of these definitions. Medians are extremely useful due to their high breakdown point (up to 50% contamination) and have a number of nice applications in machine learning, computer vision, and high-dimensional statistics.

This package currently has implementations of medoid and geometric median with support for missing data using NaN.

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Homepage

https://github.com/daleroberts/hdmedians


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Install python3-hdmedians

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