 Contents | GMMBayes Toolbox - Gaussian mixture model learning and Bayesian classification. |
| cmvnpdf | CMVNPDF - (Complex range) multivariate normal probability density function (pdf). |
| covfixer2 | COVFIXER2 - force matrix to be a valid covariance matrix |
| getargs | GETARGS parse variable argument list into a struct |
| gmmb | GMMB - Run GMMBayes project classifier |
| gmmb_classify | GMMB_CLASSIFY Classify data using Bayesian or Mahalanobis distance classifier. |
| gmmb_cmeans | GMMB_CMEANS simple c-means clustering |
| gmmb_create | GMMB_CREATE - Construct new Bayesian classifier with Gaussian mixture model pdf |
| gmmb_demo01 | GMMB_DEMO01 Demostrate GMMBayes mixture learning and data classification. |
| gmmb_em | GMMB_EM - EM estimated GMM parameters |
| gmmb_em_init_cmeans1 | GMMB_EM_INIT_CMEANS1 |
| gmmb_em_init_cmeans2 | GMMB_EM_INIT_CMEANS2 |
| gmmb_em_init_fcm1 | GMMB_EM_INIT_FCM1 |
| gmmb_fj | GMMB_FJ - Figueiredo-Jain estimated GMM parameters |
| gmmb_gem | GMMB_GEM - Greedy EM estimated GMM parameters |
| gmmb_hist | GMMB_HIST Create histS structure for 'trash class' classification. |
| gmmb_pdf | GMMB_PDF - (Complex range) multivariate Gaussian mixture model pdf |
| gmmbvl_demo1d | $Name: $ |
| gmmbvl_demo2d | $Name: $ |
| gmmbvl_ellipse | gmmbvl_Ellipse adds ellipses to the current plot |
| gmmbvl_em | gmmbvl_em - EM algorithm for adaptive multivariate Gaussian mixtures |
| gmmbvl_em_gauss | gmmbvl_em_gauss - compute likelihoods for all points and all components |
| gmmbvl_em_init_km | gmmbvl_em_init_km - initialization of EM for Gaussian mixtures |
| gmmbvl_em_step | gmmbvl_em_step - EM learning step for multivariate Gaussian mixtures |
| gmmbvl_em_step_partial | |
| gmmbvl_kmeans | gmmbvl_kmeans - clustering with k-means (or Generalized Lloyd or LBG) algorithm |
| gmmbvl_mixgen | gmmbvl_mixgen - Gaussian mixture generator |
| gmmbvl_plot2 | |
| gmmbvl_rand_split | |
| gmmbvl_sqdist | gmmbvl_sqdist - computes pairwise squared Euclidean distances between points |
| newgmmb | NEWGMMB - Create classifierS struct with GMMBayes project methods |
| warning_wrap | WARNING_WRAP() warning function wrapper |
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