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README.md
In rmi: Mutual Information Estimators
rmi - Mutual Information Estimators
An R package for kNN mutual information estimators. Mutual information is an information theoretic quantity that measures the amount of information that knowledge of one random variable provides about another random variable. The estimators contained in this package estimate the empirical mutual information between two or more variable from samples. Mutual information is useful for measuring nonlinear dependency between variables and applied to machine learning, signal processing, independent component analysis, and experimental design.
Installation
You can install rmi from github with:
# install.packages("devtools")
devtools::install_github("isaacmichaud/rmi")
Try the rmi package in your browser
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rmi documentation built on May 2, 2019, 3:27 a.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
rmi - Mutual Information Estimators
An R package for kNN mutual information estimators. Mutual information is an information theoretic quantity that measures the amount of information that knowledge of one random variable provides about another random variable. The estimators contained in this package estimate the empirical mutual information between two or more variable from samples. Mutual information is useful for measuring nonlinear dependency between variables and applied to machine learning, signal processing, independent component analysis, and experimental design.
Installation
You can install rmi from github with:
# install.packages("devtools")
devtools::install_github("isaacmichaud/rmi")
Try the rmi package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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