/Bayesian-Methods

Bayesian clustering algorithms

Primary LanguageR

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Implementation in R of the finite Gaussian Mixture Model (GMM) and its application to Galaxy data, and fit of the Dirichlet Process Gaussian Mixture Model (DPGMM) to Fisher's Iris data.

  • GibbsSamples_FGMM.R: implementation of Finite Gaussian Mixture Model (GMM) for modelling Galaxy data
  • DPGMM_iris.R: application of Dirichlet Process Gaussian Mixture Model (DPGMM) for modelling Iris data