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Variational Dirichlet Process
Gaussian Mixture Model
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This code implements the search algorithms described in [1]. The code only contains the Dirichlet/Multinomial case, but the Gaussian case can be hacked in in about 5 minutes.
[1] Fast search for Dirichlet process mixture models Conference on AI
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DP Mixture Models实例程序，包含variational和Monte Carlo。-This is a matlab library for Gaussian Dirichlet Process Mixture Models (DPMMs).
It includes both variational and Monte Carlo inference.
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Fast search for Dirichlet process mixture models -This code implements the search algorithms (modulo a few minor changes) described in the Fast search for DPMMs paper at AI-Stats 2007. It should work out of the box with a reasonably recent version of
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剑桥大学无参数贝叶斯课程的代码,主要包括狄利克雷过程，主题模型，无限混合高斯分布等-code of nonparametric bayesian cambridge， include dirichlet process, topic model, infinite mixutre gaussian
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