PyMix

PyMix--the Python mixture package--a tool for clustering of heterogeneous biological data. 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

Keywords for this software

Anything in here will be replaced on browsers that support the canvas element


References in zbMATH (referenced in 1 article )

Showing result 1 of 1.
Sorted by year (citations)

  1. Schwander, Olivier; Nielsen, Frank: Learning mixtures by simplifying kernel density estimators (2013)


Further publications can be found at: http://www.pymix.org/pymix/index.php?n=PyMix.Publications