CMD + K

r-philentropy

Community

Computes 46 optimized distance and similarity measures for comparing probability functions (Drost (2018) <doi:10.21105/joss.00765>). These comparisons between probability functions have their foundations in a broad range of scientific disciplines from mathematics to ecology. The aim of this package is to provide a core framework for clustering, classification, statistical inference, goodness-of-fit, non-parametric statistics, information theory, and machine learning tasks that are based on comparing univariate or multivariate probability functions.

Installation

To install this package, run one of the following:

Conda
$conda install aghozlane::r-philentropy

Usage Tracking

0.3.0
1 / 8 versions selected
Downloads (Last 6 months): 0

About

Summary

Computes 46 optimized distance and similarity measures for comparing probability functions (Drost (2018) <doi:10.21105/joss.00765>). These comparisons between probability functions have their foundations in a broad range of scientific disciplines from mathematics to ecology. The aim of this package is to provide a core framework for clustering, classification, statistical inference, goodness-of-fit, non-parametric statistics, information theory, and machine learning tasks that are based on comparing univariate or multivariate probability functions.

Last Updated

Aug 20, 2019 at 12:35

License

GPL-2

Total Downloads

70

Supported Platforms

linux-64
macOS-64