Some Information-Theoretic Functions in the 'Tidy' Style


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Documentation for package ‘tidyinftheo’ version 0.2.1

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tidyinftheo-package tidyinftheo: tidy-style information theoretic routines
mutual_info Mutual information MI(X;Y) = H(X) - H(X|Y) = H(Y) - H(Y|X)
mutual_info_heatmap Plot heatmap of mutual infos
mutual_info_matrix Mutual information Matrix
shannon_cond_entropy Conditional Shannon Entropy H(X|Y) i.e. "H(X given Y)"
shannon_entropy Shannon Entropy H(X)
tidyinftheo tidyinftheo: tidy-style information theoretic routines