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.

mirror server hosted at Truenetwork, Russian Federation.