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philentropy  

Similarity and Distance Quantification Between Probability Functions
View on CRAN: Click here


Download and install philentropy package within the R console
Install from CRAN:
install.packages("philentropy")

Install from Github:
library("remotes")
install_github("cran/philentropy")

Install by package version:
library("remotes")
install_version("philentropy", "0.9.0")



Attach the package and use:
library("philentropy")
Maintained by
Hajk-Georg Drost
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-26
Latest Update: 2022-11-05
Description:
Computes 46 optimized distance and similarity measures for comparing probability functions (Drost (2018) ). 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.
How to cite:
Hajk-Georg Drost (2017). philentropy: Similarity and Distance Quantification Between Probability Functions. R package version 0.9.0, https://cran.r-project.org/web/packages/philentropy. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.0.1 (2017-04-26 01:07), 0.0.2 (2017-05-04 18:26), 0.0.3 (2017-05-08 23:32), 0.1.0 (2018-04-10 18:10), 0.2.0 (2018-05-22 19:06), 0.3.0 (2019-02-13 12:50), 0.4.0 (2020-01-10 01:00), 0.5.0 (2021-05-12 17:30), 0.6.0 (2022-02-14 16:40), 0.7.0 (2022-11-05 09:20), 0.8.0 (2023-12-02 18:00)
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