This a matlab library for Gaussian Dirichlet Process Mixture Models (DPMMs). It includes both variational and Monte Carlo inference.

DPMM-master
...........\3rd-party
...........\.........\fastfit
...........\.........\.......\Contents.m
...........\.........\.......\Makefile
...........\.........\.......\di_pochhammer.c
...........\.........\.......\di_pochhammer.m
...........\.........\.......\dirichlet_fit.m
...........\.........\.......\dirichlet_fit_m.m
...........\.........\.......\dirichlet_fit_newton.m
...........\.........\.......\dirichlet_fit_s.m
...........\.........\.......\dirichlet_fit_s_simple.m
...........\.........\.......\dirichlet_fit_simple.m
...........\.........\.......\dirichlet_initial_s.m
...........\.........\.......\dirichlet_logProb.m
...........\.........\.......\dirichlet_logProb_fast.m
...........\.........\.......\dirichlet_moment_match.m
...........\.........\.......\dirichlet_sample.m
...........\.........\.......\flops_inv_digamma.m
...........\.........\.......\gamma_fit.m
...........\.........\.......\install_fastfit.m
...........\.........\.......\inv_digamma.m
...........\.........\.......\negbin_fit.m
...........\.........\.......\pochhammer.c
...........\.........\.......\pochhammer.m
...........\.........\.......\polya_fit.m
...........\.........\.......\polya_fit_m.m
...........\.........\.......\polya_fit_ms.m
...........\.........\.......\polya_fit_s.m
...........\.........\.......\polya_fit_simple.m
...........\.........\.......\polya_logProb.m
...........\.........\.......\polya_loo_logProb.m
...........\.........\.......\polya_moment_match.m
...........\.........\.......\polya_sample.m
...........\.........\.......\quad_roots.m
...........\.........\.......\randnegbin.m
...........\.........\.......\s_derivatives.c
...........\.........\.......\s_derivatives.m
...........\.........\.......\test_dirichlet_fit.m
...........\.........\.......\test_dirichlet_fit_m.m
...........\.........\.......\test_dirichlet_fit_s.m
...........\.........\.......\test_dirichlet_sample.m
...........\.........\.......\test_gamma_fit.m
...........\.........\.......\test_pochhammer.m
...........\.........\.......\test_polya_fit.m
...........\.........\.......\test_polya_fit_m.m
...........\.........\.......\test_polya_fit_s.m
...........\.........\.......\test_ramesh.m
...........\.........\.......\tri_pochhammer.m
...........\.........\lightspeed
...........\.........\..........\Contents.m
...........\.........\..........\README.txt
...........\.........\..........\addflops.c
...........\.........\..........\addflops.m
...........\.........\..........\argfilter.m
...........\.........\..........\argmax.m
...........\.........\..........\argmax2.m
...........\.........\..........\argmin.m
...........\.........\..........\argmin2.m
...........\.........\..........\cholproj.m
...........\.........\..........\col_sum.m
...........\.........\..........\cols.m
...........\.........\..........\digamma.c
...........\.........\..........\digamma.m
...........\.........\..........\dtrsm.c
...........\.........\..........\duplicated.m
...........\.........\..........\find_sameobject.m
...........\.........\..........\finddiag.m
...........\.........\..........\flops.c
...........\.........\..........\flops.h
...........\.........\..........\flops.m
...........\.........\..........\flops_abs.m
...........\.........\..........\flops_chol.m
...........\.........\..........\flops_col_sum.m
...........\.........\..........\flops_det.m
...........\.........\..........\flops_digamma.m
...........\.........\..........\flops_div.m
...........\.........\..........\flops_exp.m
...........\.........\..........\flops_inv.m
...........\.........\..........\flops_log.m
...........\.........\..........\flops_lu.m
...........\.........\..........\flops_mul.m
...........\.........\..........\flops_normpdfln.m
...........\.........\..........\flops_pow.m
...........\.........\..........\flops_randnorm.m
...........\.........\..........\flops_row_sum.m
...........\.........\..........\flops_sample.m
...........\.........\..........\flops_solve.m
...........\.........\..........\flops_solve_tri.m
...........\.........\..........\flops_spadd.m
..........

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