VBmix : a R package for Variational-Bayes mixture learning

Pierrick Bruneau (1)

1 LINA - Laboratoire d'Informatique de Nantes Atlantique

This paper documents a software package, VBmix, which implements in R several probabilistic mixture models (model estimation and aggregation of several models). We distribute and maintain VBmix through the widely used CRAN R repository. A bibliography is provided at the end of the document, that indicates the papers describing full detail of the corresponding scientific contribution.

Mots clés: software; Variational-Bayes; mixture

Domaines: Apprentissage [cs.LG]

Pierrick Bruneau. VBmix : a R package for Variational-Bayes mixture learning. 2012. ⟨hal-00567289v3⟩