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:
RenyiExtropy_0.4.0.tar.gz
RenyiExtropy_0.4.0.zip(r-4.7)RenyiExtropy_0.4.0.zip(r-4.6)RenyiExtropy_0.4.0.zip(r-4.5)
RenyiExtropy_0.4.0.tgz(r-4.6-any)RenyiExtropy_0.4.0.tgz(r-4.5-any)
RenyiExtropy_0.4.0.tar.gz(r-4.7-any)RenyiExtropy_0.4.0.tar.gz(r-4.6-any)
RenyiExtropy_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RenyiExtropy/json (API)
NEWS
| # 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
Last updated from:92bb6603a0. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 118 | ||
| source / vignettes | OK | 174 | ||
| linux-release-x86_64 | OK | 105 | ||
| macos-release-arm64 | OK | 104 | ||
| macos-oldrel-arm64 | OK | 106 | ||
| windows-devel | OK | 111 | ||
| windows-release | OK | 63 | ||
| windows-oldrel | OK | 66 | ||
| wasm-release | OK | 89 |
Exports:conditional_entropyconditional_renyi_extropycross_entropyextropyjoint_entropyjs_divergencekl_divergencemax_renyi_extropynormalized_entropyrenyi_entropyrenyi_extropyshannon_entropyshannon_extropytsallis_entropy
Dependencies:
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 |
