Reference API

phyid.calculate - calculate PhiID

Calculate the information decompositions.

phyid.calculate.calc_PhiID(src, trg, tau[, ...])

Calculate the information decompositions.

phyid.measures - measures

Information-theoretic measures.

phyid.measures.local_entropy_mvn(x, mu, cov)	Calculate the local entropy based on multivariate normal distribution.
phyid.measures.local_entropy_binary(x)	Calculate the local entropy based on binary distribution.
phyid.measures.redundancy_mmi(mi_1, mi_2, mi_12)	Redundancy based on minimum mutual information.
phyid.measures.double_redundacy_mmi(mi_lst)	Double redundancy based on minimum mutual information.
phyid.measures.redundancy_ccs(mi_1, mi_2, mi_12)	Redundancy based on common change in surprisal.
phyid.measures.double_redundacy_ccs(mi_lst)	Double redundancy based on common change in surprisal.

phyid.utils - utilities

Utilities for phyid.

phyid.utils._binarize(v)