文件名称:DPsearch
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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 matlab. Currently the code only contains the Dirichlet/Multinomial case, but the Gaussian case can be hacked in in about 5 minutes.
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下载文件列表
DPsearch/DPsearch/compute_f.m
DPsearch/DPsearch/data_likelihood.m
DPsearch/DPsearch/data_likelihood_update.m
DPsearch/DPsearch/DPsearch.m
DPsearch/DPsearch/heapinit.m
DPsearch/DPsearch/heapinsert.m
DPsearch/DPsearch/heapremove.m
DPsearch/DPsearch/log_DP_prior_count_complete2.m
DPsearch/DPsearch/log_marginal_posterior.m
DPsearch/DPsearch/order_by_marginal.m
DPsearch/DPsearch/permuted.m
DPsearch/DPsearch
DPsearch
DPsearch/DPsearch/data_likelihood.m
DPsearch/DPsearch/data_likelihood_update.m
DPsearch/DPsearch/DPsearch.m
DPsearch/DPsearch/heapinit.m
DPsearch/DPsearch/heapinsert.m
DPsearch/DPsearch/heapremove.m
DPsearch/DPsearch/log_DP_prior_count_complete2.m
DPsearch/DPsearch/log_marginal_posterior.m
DPsearch/DPsearch/order_by_marginal.m
DPsearch/DPsearch/permuted.m
DPsearch/DPsearch
DPsearch
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