Examples#
Illustration of the main functions.
Tutorials#
Machine-learning vs. Information theoretic approaches for HOI
Machine-learning vs. Information theoretic approaches for HOI
Entropy and mutual information#
Introduction to core information theoretical metrics
Introduction to core information theoretical metrics
Comparison of entropy estimators for a multivariate normal
Comparison of entropy estimators for a multivariate normal
Comparison of entropy estimators for various distributions
Comparison of entropy estimators for various distributions
Comparison of entropy estimators with high-dimensional data
Comparison of entropy estimators with high-dimensional data
Comparison of MI estimators with high-dimensional data
Comparison of MI estimators with high-dimensional data
Metrics of HOI#
O-information and its derivatives for network behavior and encoding
O-information and its derivatives for network behavior and encoding
