# Statistical Learning Based Estimation of Mutual Information

## Documentation for package ‘SLEMI’ version 1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

SLEMI-package | Statistical Learning based Estimation of Mutual Information (SLEMI). A package for estimating mutual information and channel capacity from experimental data.
capacity_logreg_algorithm | Main algorithm to calculate channel capacity by SLEMI approach
capacity_logreg_main | Estimate channel capacity between discrete input and continuouse output
data_nfkb | Data from experiment with NFkB pathway
mi_logreg_algorithm | Main algorithm to calculate mutual information by SLEMI approach
mi_logreg_main | Estimate mutual information between discrete input and continuouse output
prob_discr_pairwise | Calculates Probability of pairwise discrimination
SLEMI | Statistical Learning based Estimation of Mutual Information (SLEMI). A package for estimating mutual information and channel capacity from experimental data.