hoi.core.get_mi

hoi.core.get_mi(method='gc', **kwargs)

Get Mutual-Information function.

Parameters:

method{‘gc’, ‘gauss’, ‘binning’, ‘knn’, ‘kernel’}

Name of the method to compute mutual-information.

kwargsdict | {}

Additional arguments sent to the mutual-information function.

Returns:

fcncallable

Function to compute mutual information on variables of shapes (n_features, n_samples)

Examples using hoi.core.get_mi

Introduction to core information theoretical metrics

Introduction to core information theoretical metrics

Comparison of mutual-information estimators

Comparison of mutual-information estimators

Comparison of MI estimators with high-dimensional data

Comparison of MI estimators with high-dimensional data