/DPGMMDemos

Experimenting with DP-GMM (Dirichlet Process Gaussian Mixture Models, i.e., Infinite GMM)

Primary LanguageJava

DP-GMM Demos

This project is a sharing of some experiments I made on implementing DP-GMM.

  • DP: Dirichlet Process (i.e., a model for infinite mixtures)
  • GMM: Gaussian Mixture Models
  • implementing: using a Gibbs sampler (for now)
  • experiments: pure Java, OpenCL, varying priors, …