Reference API

phyid.calculate - calculate PhiID

Calculate the information decompositions.

calc_PhiID(src, trg, tau[, kind, redundancy])

Calculate the information decompositions.

phyid.measures - measures

Information-theoretic measures.

local_entropy_mvn(x, mu, cov)

Calculate the local entropy based on multivariate normal distribution.

local_entropy_binary(x)

Calculate the local entropy based on binary distribution.

redundancy_mmi(mi_1, mi_2, mi_12)

Redundancy based on minimum mutual information.

double_redundacy_mmi(mi_lst)

Double redundancy based on minimum mutual information.

redundancy_ccs(mi_1, mi_2, mi_12)

Redundancy based on common change in surprisal.

double_redundacy_ccs(mi_lst)

Double redundancy based on common change in surprisal.

phyid.utils - utilities

Utilities for phyid.

_binarize(v)