dit: a Python package for discrete information theory.
Ryan G. JamesChristopher J. EllisonJames P. CrutchfieldPublished in: J. Open Source Softw. (2018)
Keyphrases
- information theory
- information theoretic
- statistical mechanics
- statistical learning
- conditional entropy
- open source
- jensen shannon divergence
- shannon entropy
- programming language
- kullback leibler divergence
- mdl principle
- statistical physics
- rate distortion theory
- relative entropy
- information geometry
- computational complexity
- machine learning