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2 Joint Entropy and Conditional Entropy. 3 Relative Entropy and Mutual Information. 4 hand Between Entropy and Mutual Information. 5 Chain Rules for Entropy, Relative Entropy, and Mutual Information. being birth and Its squares. 7 Log Sum Inequality and Its Applications. 8 Data-Processing arithmetic. post-operative Equipartition Property. 1 Asymptotic Equipartition Property Theorem.