Mchristos / information-theory

a python library for information-theoretic tools

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Information Theory

A python library for information-theoretic computations based on NumPy

Includes computation of

  • Entropy of random variable
  • Conditional entropy
  • Kullback–Leibler divergence (KL-divergence)
  • Mutual information
  • Blahut-Arimoto algorithm for computing channel capacity

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a python library for information-theoretic tools


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