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PyMix - The Python mixture package

The Python Mixture Package (PyMix) is a freely available Python library implementing algorithms and data structures for a wide variety of data mining applications with basic and extended mixture models. Features


  • Finite mixture models of discrete and continuous features
  • Wide range of available distributions (Normal, Exponential, Discrete, Dirichlet, Normal-Gamma, Uniform, HMM)
  • Bayesian mixture models
  • ML and MAP parameter estimation
  • Context-specific independence structure learning
  • Partially supervised parameter learning
  • Parameter estimation for pairwise constrained samples