tangles.util.entropy#

Functions

colsplit_mutual_information()

Mutual information in the two sides of partitions

datapointwise_information_gains()

Compute information gains between feats and every single column of data

entropy()

Compute the discrete entropy of every column of x

information_gain()

Order function based on information gain by adding each feature

joint_entropy()

Compute the discrete joint entropy of x

pairwise_mutual_information()

Compute a matrix that contains the pairwise mutual information between the columns of data