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knnmi  

k-Nearest Neighbor Mutual Information Estimator
View on CRAN: Click here


Download and install knnmi package within the R console
Install from CRAN:
install.packages("knnmi")

Install from Github:
library("remotes")
install_github("cran/knnmi")

Install by package version:
library("remotes")
install_version("knnmi", "1.0")



Attach the package and use:
library("knnmi")
Maintained by
Brian Gregor
[Scholar Profile | Author Map]
First Published: 2024-04-02
Latest Update: 2024-04-02
Description:
This is a 'C++' mutual information (MI) library based on the k-nearest neighbor (KNN) algorithm. There are three functions provided for computing MI for continuous values, mixed continuous and discrete values, and conditional MI for continuous values. They are based on algorithms by A. Kraskov, et. al. (2004) , BC Ross (2014), and A. Tsimpiris (2012) , respectively.
How to cite:
Brian Gregor (2024). knnmi: k-Nearest Neighbor Mutual Information Estimator. R package version 1.0, https://cran.r-project.org/web/packages/knnmi. Accessed 20 Feb. 2025.
Previous versions and publish date:
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Complete documentation for knnmi
Functions, R codes and Examples using the knnmi R package
Full knnmi package functions and examples
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