文件名称:npbayes
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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)
(系统自动生成,下载前可以参看下载内容)
下载文件列表
npbayes-r1
npbayes-r1\.htaccess
npbayes-r1\COPYRIGHT
npbayes-r1\datasets
npbayes-r1\datasets\genbars.m
npbayes-r1\datasets\gengaussian.m
npbayes-r1\datasets\README
npbayes-r1\distributions
npbayes-r1\distributions\@GaussianWishart
npbayes-r1\distributions\@GaussianWishart\adddata.m
npbayes-r1\distributions\@GaussianWishart\deldata.m
npbayes-r1\distributions\@GaussianWishart\GaussianWishart.m
npbayes-r1\distributions\@GaussianWishart\likelihood.m
npbayes-r1\distributions\@GaussianWishart\map.m
npbayes-r1\distributions\@GaussianWishart\marglikelihood.m
npbayes-r1\distributions\@GaussianWishart\private
npbayes-r1\distributions\@GaussianWishart\private\incmaxeval.m
npbayes-r1\distributions\@Multinomial
npbayes-r1\distributions\@Multinomial\adddata.m
npbayes-r1\distributions\@Multinomial\deldata.m
npbayes-r1\distributions\@Multinomial\display.m
npbayes-r1\distributions\@Multinomial\double.m
npbayes-r1\distributions\@Multinomial\length.m
npbayes-r1\distributions\@Multinomial\likelihood.m
npbayes-r1\distributions\@Multinomial\map.m
npbayes-r1\distributions\@Multinomial\marglikelihood.m
npbayes-r1\distributions\@Multinomial\Multinomial.m
npbayes-r1\distributions\@Multinomial\parameters.m
npbayes-r1\distributions\@Multinomial\private
npbayes-r1\distributions\@Multinomial\private\incmax.m
npbayes-r1\distributions\@Multinomial\sample.m
npbayes-r1\distributions\@Multinomial\subsasgn.m
npbayes-r1\distributions\@Multinomial\subsref.m
npbayes-r1\distributions\adddist.m
npbayes-r1\distributions\cleardist.m
npbayes-r1\distributions\deldist.m
npbayes-r1\distributions\README
npbayes-r1\dpmix
npbayes-r1\dpmix\dp_beta.m
npbayes-r1\dpmix\dp_conparam.m
npbayes-r1\dpmix\dp_crp.m
npbayes-r1\dpmix\dp_init.m
npbayes-r1\dpmix\dp_iterate.m
npbayes-r1\dpmix\dp_iterateconparam.m
npbayes-r1\dpmix\dp_kmeans.m
npbayes-r1\dpmix\dp_posterior.m
npbayes-r1\dpmix\dp_predict.m
npbayes-r1\dpmix\dp_samplepred.m
npbayes-r1\dpmix\dp_specialize.m
npbayes-r1\dpmix\dp_standardize.m
npbayes-r1\dpmix\README
npbayes-r1\hdpmix
npbayes-r1\hdpmix\hdp2lda.m
npbayes-r1\hdpmix\hdp_beta.m
npbayes-r1\hdpmix\hdp_conparam.m
npbayes-r1\hdpmix\hdp_crf.m
npbayes-r1\hdpmix\hdp_init.m
npbayes-r1\hdpmix\hdp_iterate.m
npbayes-r1\hdpmix\hdp_iterateconparam.m
npbayes-r1\hdpmix\hdp_posterior.m
npbayes-r1\hdpmix\hdp_predict.m
npbayes-r1\hdpmix\hdp_specialize.m
npbayes-r1\hdpmix\hdp_standardize.m
npbayes-r1\hdpmix\hdpMultinomial_block.m
npbayes-r1\hdpmix\README
npbayes-r1\initpath.m
npbayes-r1\lda
npbayes-r1\lda\lda2hdp.m
npbayes-r1\lda\lda_beta.m
npbayes-r1\lda\lda_conparam.m
npbayes-r1\lda\lda_crf.m
npbayes-r1\lda\lda_init.m
npbayes-r1\lda\lda_iterate.m
npbayes-r1\lda\lda_iterateconparam.m
npbayes-r1\lda\lda_posterior.m
npbayes-r1\lda\lda_predict.m
npbayes-r1\lda\lda_specialize.m
npbayes-r1\lda\lda_standardize.m
npbayes-r1\lda\ldaMultinomial_block.m
npbayes-r1\lda\README
npbayes-r1\mixtures
npbayes-r1\mixtures\dpGaussianWishart.m
npbayes-r1\mixtures\estimateGaussianWishart.m
npbayes-r1\mixtures\hdpMultinomial.m
npbayes-r1\mixtures\ldaMultinomial.m
npbayes-r1\README
npbayes-r1\tests
npbayes-r1\tests\testbars.m
npbayes-r1\tests\testdpmixGaussianWishart.m
npbayes-r1\tests\testpredict.m
npbayes-r1\tests\testrandconparam.m
npbayes-r1\utilities
npbayes-r1\utilities\enumclass.m
npbayes-r1\utilities\imlayout.m
npbayes-r1\utilities\logmeanexp.m
npbayes-r1\utilities\meanlik.m
npbayes-r1\utilities\mysubplot.m
npbayes-r1\utilities\plotellipse.m
npbayes-r1\utilities\randbeta.m
npbayes-r1\utilities\randconparam.m
npbayes-r1\.htaccess
npbayes-r1\COPYRIGHT
npbayes-r1\datasets
npbayes-r1\datasets\genbars.m
npbayes-r1\datasets\gengaussian.m
npbayes-r1\datasets\README
npbayes-r1\distributions
npbayes-r1\distributions\@GaussianWishart
npbayes-r1\distributions\@GaussianWishart\adddata.m
npbayes-r1\distributions\@GaussianWishart\deldata.m
npbayes-r1\distributions\@GaussianWishart\GaussianWishart.m
npbayes-r1\distributions\@GaussianWishart\likelihood.m
npbayes-r1\distributions\@GaussianWishart\map.m
npbayes-r1\distributions\@GaussianWishart\marglikelihood.m
npbayes-r1\distributions\@GaussianWishart\private
npbayes-r1\distributions\@GaussianWishart\private\incmaxeval.m
npbayes-r1\distributions\@Multinomial
npbayes-r1\distributions\@Multinomial\adddata.m
npbayes-r1\distributions\@Multinomial\deldata.m
npbayes-r1\distributions\@Multinomial\display.m
npbayes-r1\distributions\@Multinomial\double.m
npbayes-r1\distributions\@Multinomial\length.m
npbayes-r1\distributions\@Multinomial\likelihood.m
npbayes-r1\distributions\@Multinomial\map.m
npbayes-r1\distributions\@Multinomial\marglikelihood.m
npbayes-r1\distributions\@Multinomial\Multinomial.m
npbayes-r1\distributions\@Multinomial\parameters.m
npbayes-r1\distributions\@Multinomial\private
npbayes-r1\distributions\@Multinomial\private\incmax.m
npbayes-r1\distributions\@Multinomial\sample.m
npbayes-r1\distributions\@Multinomial\subsasgn.m
npbayes-r1\distributions\@Multinomial\subsref.m
npbayes-r1\distributions\adddist.m
npbayes-r1\distributions\cleardist.m
npbayes-r1\distributions\deldist.m
npbayes-r1\distributions\README
npbayes-r1\dpmix
npbayes-r1\dpmix\dp_beta.m
npbayes-r1\dpmix\dp_conparam.m
npbayes-r1\dpmix\dp_crp.m
npbayes-r1\dpmix\dp_init.m
npbayes-r1\dpmix\dp_iterate.m
npbayes-r1\dpmix\dp_iterateconparam.m
npbayes-r1\dpmix\dp_kmeans.m
npbayes-r1\dpmix\dp_posterior.m
npbayes-r1\dpmix\dp_predict.m
npbayes-r1\dpmix\dp_samplepred.m
npbayes-r1\dpmix\dp_specialize.m
npbayes-r1\dpmix\dp_standardize.m
npbayes-r1\dpmix\README
npbayes-r1\hdpmix
npbayes-r1\hdpmix\hdp2lda.m
npbayes-r1\hdpmix\hdp_beta.m
npbayes-r1\hdpmix\hdp_conparam.m
npbayes-r1\hdpmix\hdp_crf.m
npbayes-r1\hdpmix\hdp_init.m
npbayes-r1\hdpmix\hdp_iterate.m
npbayes-r1\hdpmix\hdp_iterateconparam.m
npbayes-r1\hdpmix\hdp_posterior.m
npbayes-r1\hdpmix\hdp_predict.m
npbayes-r1\hdpmix\hdp_specialize.m
npbayes-r1\hdpmix\hdp_standardize.m
npbayes-r1\hdpmix\hdpMultinomial_block.m
npbayes-r1\hdpmix\README
npbayes-r1\initpath.m
npbayes-r1\lda
npbayes-r1\lda\lda2hdp.m
npbayes-r1\lda\lda_beta.m
npbayes-r1\lda\lda_conparam.m
npbayes-r1\lda\lda_crf.m
npbayes-r1\lda\lda_init.m
npbayes-r1\lda\lda_iterate.m
npbayes-r1\lda\lda_iterateconparam.m
npbayes-r1\lda\lda_posterior.m
npbayes-r1\lda\lda_predict.m
npbayes-r1\lda\lda_specialize.m
npbayes-r1\lda\lda_standardize.m
npbayes-r1\lda\ldaMultinomial_block.m
npbayes-r1\lda\README
npbayes-r1\mixtures
npbayes-r1\mixtures\dpGaussianWishart.m
npbayes-r1\mixtures\estimateGaussianWishart.m
npbayes-r1\mixtures\hdpMultinomial.m
npbayes-r1\mixtures\ldaMultinomial.m
npbayes-r1\README
npbayes-r1\tests
npbayes-r1\tests\testbars.m
npbayes-r1\tests\testdpmixGaussianWishart.m
npbayes-r1\tests\testpredict.m
npbayes-r1\tests\testrandconparam.m
npbayes-r1\utilities
npbayes-r1\utilities\enumclass.m
npbayes-r1\utilities\imlayout.m
npbayes-r1\utilities\logmeanexp.m
npbayes-r1\utilities\meanlik.m
npbayes-r1\utilities\mysubplot.m
npbayes-r1\utilities\plotellipse.m
npbayes-r1\utilities\randbeta.m
npbayes-r1\utilities\randconparam.m