Overview# This section contains References and Mathematical background about information-theory and HOI Overview Core information theoretic measures Measuring Entropy Measuring Mutual Information (MI) From pairwise to higher-order interactions Network behaviour Total correlation Dual Total correlation S information O-information Topological information Network encoding Gradient of O-information Redundancy-Synergy index (RSI) Synergy and redundancy (MMI) Computing HOI using jax References