Mutual information

Files

An aggregate file for analytic mutual informations.

• mutual_information_analytic.h

An aggregate file for mutual information

• mutual_information.h

Mutual information between marginals of a normal distribution

• mutual_information_normal.h

Mutual information between marginals of a normal distribution

• matlab_mutual_information_normal.cpp

Mutual information between marginals of a normal distribution.

• mutual_information_normal.m

Mutual information between sinusoids

• example_mutual_information_sines.m

Mutual information estimation

• mutual_information.m

Mutual information estimation using naive algorithms

Includes computation from differential entropies and from a binning.

• mutual_information_naive.cpp
• mutual_information_naive.h

Mutual information estimation via entropy combination

• mutual_information_ec.cpp
• mutual_information_ec.h

Naive mutual information estimation

• mutual_information_naive.m

Partial mutual information estimation

• mutual_information_p.m

Temporal mutual information estimation

• mutual_information_t.m

Temporal partial mutual information estimation

• mutual_information_pt.m

Testing for mutual_information

• test_mutual_information.m

mutual_information_naive

• matlab_mutual_information_naive.cpp