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rmi: Mutual Information Estimators

Provides mutual information estimators based on k-nearest neighbor estimators by A. Kraskov, et al. (2004) <doi:10.1103/PhysRevE.69.066138>, S. Gao, et al. (2015) <http://proceedings.mlr.press/v38/gao15.pdf> and local density estimators by W. Gao, et al. (2017) <doi:10.1109/ISIT.2017.8006749>.

Version: 0.1.1
Imports: Rcpp, stats, graphics
LinkingTo: Rcpp, RcppArmadillo, BH
Suggests: testthat, parallel, tgp
Published: 2018-08-02
DOI: 10.32614/CRAN.package.rmi
Author: Isaac Michaud [cre, aut]
Maintainer: Isaac Michaud <ijmichau at ncsu.edu>
License: GPL-3
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: rmi results

Documentation:

Reference manual: rmi.pdf

Downloads:

Package source: rmi_0.1.1.tar.gz
Windows binaries: r-devel: rmi_0.1.1.zip, r-release: rmi_0.1.1.zip, r-oldrel: rmi_0.1.1.zip
macOS binaries: r-release (arm64): rmi_0.1.1.tgz, r-oldrel (arm64): rmi_0.1.1.tgz, r-release (x86_64): rmi_0.1.1.tgz, r-oldrel (x86_64): rmi_0.1.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rmi to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.