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jeroenjanssens / PyNPB

Non-parametric Bayesian in Python, including Indian buffet process (IBP), infinite Gaussian mixture model (IGMM), hierarchical Dirichlet process (HDP).

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			Indian Buffet Process
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Collapsed Gibbs sampling:
Uncollapsed Gibbs sampling:
Semi-collapsed Gibbs sampling:
Variational Bayes:

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		Hierarchical Dirichlet Process 
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Collapsed Gibbs sampling:

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		Infinite Gaussian Mixture Model
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Collapsed Gibbs sampling:

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Non-parametric Bayesian in Python, including Indian buffet process (IBP), infinite Gaussian mixture model (IGMM), hierarchical Dirichlet process (HDP).