Similarity and Distance Quantification Between Probability Functions


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Documentation for package ‘philentropy’ version 0.0.3

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binned.kernel.est Kernel Density Estimation
CE Shannon's Conditional-Entropy H(X | Y)
dist.diversity Distance Diversity between Probability Density Functions
distance Distances between Probability Density Functions
estimate.probability Estimate Probability Vectors From Count Vectors
getDistMethods Get method names for 'distance'
gJSD Generalized Jensen-Shannon Divergence
H Shannon's Entropy H(X)
JE Shannon's Joint-Entropy H(X,Y)
JSD Jensen-Shannon Divergence
KL Kullback-Leibler Divergence
lin.cor Linear Correlation
MI Shannon's Mutual Information I(X,Y)