Entropy and mutual information

Shannon entropy, conditional entropy, mutual information and Kullback–Leibler divergence, the basic measures of uncertainty and dependence between random variables.

• Shannon entropy and Kullback–Leibler divergence
• Conditional entropy and mutual information
• Conditional mutual information
• Chow–Liu trees

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