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This is a bare-bones implementation of sampling algorithms for a variety of Bayesian stick-breaking (marginally DP) mixture models, including particle learning and Gibbs sampling for static DP mixtures, particle learning for dynamic BAR stick-breaking, and DP mixture regression. The software is designed to be easy to customize to suit different situations and for experimentation with stick-breaking models. Since particles are repeatedly copied, it is not an especially efficient implementation.

Installers

  • win-64 v0.6
  • osx-64 v0.6
  • linux-64 v0.6

conda install

To install this package run one of the following:
conda install r_test::r-bmix

Description


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