SLEMI: Statistical Learning Based Estimation of Mutual Information

The implementation of the algorithm for estimation of mutual information and channel capacity from experimental data by classification procedures (logistic regression). Technically, it allows to estimate information-theoretic measures between finite-state input and multivariate, continuous output. Method described in Jetka et al. (2019) <doi:10.1371/journal.pcbi.1007132>.

Package details

AuthorTomasz Jetka [aut, cre], Karol Nienaltowski [ctb], Michal Komorowski [ctb]
MaintainerTomasz Jetka <[email protected]>
LicenseLGPL (>= 2)
Version1.0
URL https://github.com/sysbiosig/SLEMI
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SLEMI")

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SLEMI documentation built on Oct. 7, 2019, 5:06 p.m.