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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.

Type Size Name Uploaded Downloads Labels
conda 93.2 kB | linux-64/r-bmix-0.6-r36h29659fb_0.tar.bz2  5 years and 5 months ago 1 main
conda 96.7 kB | osx-64/r-bmix-0.6-r36h466af19_0.tar.bz2  5 years and 5 months ago 1 main
conda 124.5 kB | win-64/r-bmix-0.6-r36h796a38f_0.tar.bz2  5 years and 5 months ago 0 main

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