isaacmichaud/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>.

Getting started

Package details

AuthorIsaac Michaud [cre, aut]
MaintainerIsaac Michaud <ijmichau@ncsu.edu>
LicenseGPL-3
Version0.1.2
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("isaacmichaud/rmi")
isaacmichaud/rmi documentation built on May 12, 2019, 4:36 a.m.