Package: RenyiExtropy 0.4.0

RenyiExtropy: Entropy and Extropy Measures for Probability Distributions

Provides functions to compute Shannon entropy, Renyi entropy, Tsallis entropy, and related extropy measures for discrete probability distributions. Includes joint and conditional entropy, KL divergence, Jensen-Shannon divergence, cross-entropy, normalized entropy, and Renyi extropy (including the conditional and maximum forms). All measures use the natural logarithm (nats). Useful for information theory, statistics, and machine learning applications.

Authors:Divakaran Mahesh [aut, cre], G Rajesh [aut], Sreekumar Jayalekshmi [aut]

RenyiExtropy_0.4.0.tar.gz
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RenyiExtropy_0.4.0.tgz(r-4.6-any)RenyiExtropy_0.4.0.tgz(r-4.5-any)
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RenyiExtropy_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RenyiExtropy/json (API)

# Install 'RenyiExtropy' in R:

install.packages('RenyiExtropy', repos = c('https://itsmdivakaran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/itsmdivakaran/renyiextropy/issues

On CRAN:

4.18 score 261 downloads 14 exports 0 dependencies

Last updated from:92bb6603a0. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	113
source / vignettes	OK	157
linux-release	OK	104
macos-release	OK	148
macos-oldrel	OK	180
windows-devel	OK	77
windows-release	OK	87
windows-oldrel	OK	73
wasm-release	OK	80

Exports:conditional_entropy conditional_renyi_extropy cross_entropy extropy joint_entropy js_divergence kl_divergence max_renyi_extropy normalized_entropy renyi_entropy renyi_extropy shannon_entropy shannon_extropy tsallis_entropy

Dependencies:

Introduction to RenyiExtropy

Rendered fromRenyiExtropy.Rmdusingknitr::rmarkdown

Last update: 2026-03-17
Started: 2026-03-17

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Conditional Entropy	conditional_entropy
Conditional Renyi Extropy	conditional_renyi_extropy
Cross-Entropy	cross_entropy
Classical Extropy	extropy
Joint Entropy	joint_entropy
Jensen-Shannon Divergence	js_divergence
Kullback-Leibler Divergence	kl_divergence
Maximum Renyi Extropy	max_renyi_extropy
Normalized Shannon Entropy	normalized_entropy
Renyi Entropy	renyi_entropy
Renyi Extropy	renyi_extropy
Shannon Entropy	shannon_entropy
Shannon Extropy	shannon_extropy
Tsallis Entropy	tsallis_entropy