SLEMI

Statistical Learning Based Estimation of Mutual Information

CRAN Package

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.

  • Version1.0.2
  • R version≥ 3.6.0
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release11/19/2023

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  • Imports11 packages
  • Suggests5 packages