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
资源文件列表
npbayes-r1/.htaccess , 17
npbayes-r1/COPYRIGHT , 651
npbayes-r1/datasets/genbars.m , 943
npbayes-r1/datasets/gengaussian.m , 351
npbayes-r1/datasets/README , 1235
npbayes-r1/distributions/@GaussianWishart/adddata.m , 553
npbayes-r1/distributions/@GaussianWishart/deldata.m , 542
npbayes-r1/distributions/@GaussianWishart/GaussianWishart.m , 1664
npbayes-r1/distributions/@GaussianWishart/likelihood.m , 53
npbayes-r1/distributions/@GaussianWishart/map.m , 362
npbayes-r1/distributions/@GaussianWishart/marglikelihood.m , 346
npbayes-r1/distributions/@GaussianWishart/private/incmaxeval.m , 778
npbayes-r1/distributions/@Multinomial/adddata.m , 786
npbayes-r1/distributions/@Multinomial/deldata.m , 730
npbayes-r1/distributions/@Multinomial/display.m , 39
npbayes-r1/distributions/@Multinomial/double.m , 47
npbayes-r1/distributions/@Multinomial/length.m , 47
npbayes-r1/distributions/@Multinomial/likelihood.m , 53
npbayes-r1/distributions/@Multinomial/map.m , 189
npbayes-r1/distributions/@Multinomial/marglikelihood.m , 110
npbayes-r1/distributions/@Multinomial/Multinomial.m , 801
npbayes-r1/distributions/@Multinomial/parameters.m , 82
npbayes-r1/distributions/@Multinomial/private/incmax.m , 602
npbayes-r1/distributions/@Multinomial/sample.m , 144
npbayes-r1/distributions/@Multinomial/subsasgn.m , 494
npbayes-r1/distributions/@Multinomial/subsref.m , 112
npbayes-r1/distributions/adddist.m , 168
npbayes-r1/distributions/cleardist.m , 58
npbayes-r1/distributions/deldist.m , 70
npbayes-r1/distributions/README , 4263
npbayes-r1/dpmix/dp_beta.m , 1849
npbayes-r1/dpmix/dp_conparam.m , 119
npbayes-r1/dpmix/dp_crp.m , 1647
npbayes-r1/dpmix/dp_init.m , 1290
npbayes-r1/dpmix/dp_iterate.m , 909
npbayes-r1/dpmix/dp_iterateconparam.m , 953
npbayes-r1/dpmix/dp_kmeans.m , 1643
npbayes-r1/dpmix/dp_posterior.m , 893
npbayes-r1/dpmix/dp_predict.m , 559
npbayes-r1/dpmix/dp_samplepred.m , 1427
npbayes-r1/dpmix/dp_specialize.m , 209
npbayes-r1/dpmix/dp_standardize.m , 198
npbayes-r1/dpmix/README , 3561
npbayes-r1/hdpmix/hdp2lda.m , 190
npbayes-r1/hdpmix/hdp_beta.m , 2496
npbayes-r1/hdpmix/hdp_conparam.m , 233
npbayes-r1/hdpmix/hdp_crf.m , 4456
npbayes-r1/hdpmix/hdp_init.m , 2111
npbayes-r1/hdpmix/hdp_iterate.m , 927
npbayes-r1/hdpmix/hdp_iterateconparam.m , 974
npbayes-r1/hdpmix/hdp_posterior.m , 987
npbayes-r1/hdpmix/hdp_predict.m , 1464
npbayes-r1/hdpmix/hdp_specialize.m , 1498
npbayes-r1/hdpmix/hdp_standardize.m , 910
npbayes-r1/hdpmix/hdpMultinomial_block.m , 5657
npbayes-r1/hdpmix/README , 5825
npbayes-r1/initpath.m , 235
npbayes-r1/lda/lda2hdp.m , 424
npbayes-r1/lda/lda_beta.m , 1152
npbayes-r1/lda/lda_conparam.m , 359
npbayes-r1/lda/lda_crf.m , 3139
npbayes-r1/lda/lda_init.m , 1103
npbayes-r1/lda/lda_iterate.m , 927
npbayes-r1/lda/lda_iterateconparam.m , 1023
npbayes-r1/lda/lda_posterior.m , 851
npbayes-r1/lda/lda_predict.m , 1491
npbayes-r1/lda/lda_specialize.m , 1434
npbayes-r1/lda/lda_standardize.m , 729
npbayes-r1/lda/ldaMultinomial_block.m , 988
npbayes-r1/lda/README , 4976
npbayes-r1/mixtures/dpGaussianWishart.m , 1233
npbayes-r1/mixtures/estimateGaussianWishart.m , 324
npbayes-r1/mixtures/hdpMultinomial.m , 226
npbayes-r1/mixtures/ldaMultinomial.m , 138
npbayes-r1/README , 2700
npbayes-r1/tests/testbars.m , 2669
npbayes-r1/tests/testdpmixGaussianWishart.m , 3132
npbayes-r1/tests/testpredict.m , 1029
npbayes-r1/tests/testrandconparam.m , 563
npbayes-r1/utilities/enumclass.m , 95
npbayes-r1/utilities/imlayout.m , 640
npbayes-r1/utilities/logmeanexp.m , 329
npbayes-r1/utilities/meanlik.m , 71
npbayes-r1/utilities/mysubplot.m , 297
npbayes-r1/utilities/plotellipse.m , 230
npbayes-r1/utilities/randbeta.m , 128
npbayes-r1/utilities/randconparam.m , 515
npbayes-r1/utilities/randconparam1.m , 433
npbayes-r1/utilities/randconparam2.m , 207
npbayes-r1/utilities/randconparam3.m , 515
npbayes-r1/utilities/randcrp.m , 392
npbayes-r1/utilities/randdir.m , 298
npbayes-r1/utilities/randgamma.m , 1707
npbayes-r1/utilities/randmult.m , 718
npbayes-r1/utilities/randnumtable.m , 446
npbayes-r1/utilities/randstick.m , 145
npbayes-r1/utilities/README , 2964
npbayes-r1/utilities/stirling.m , 517