mmvn_toolkit 1.0

A toolkit for Gaussian mixtures.flexible tools for:Generating univariate, multivariate, or mixtures of gaussiansInteractive viewing tools allows viewing of multidimensional data and models. Initialize models, add and remove dimensions or clusters and inspect the fit in real-time.Also includes tools to subset the data using model-based (pseudo-)metrics.simple example of clustering% generate 4 clusters in 2 dimensions [X idx theta] = mmvn_gen( 1000, [0 5; 5 0; 5 5; 0 0] );% fit data Opt = mmvn_fit( X, 4, theta );% plot data scatter( X(:,1), X(:,2), [], idx, 'filled'); hold on;% represent fits using ellipses ellipse( Opt.M, Opt.V); See mmvn_tutorial (included) for a walk-through of major functionality

Requirements:	No special requirements
Platforms:	Matlab
Keyword:	Clustering,  Generate,  Mmvn Fit,  Mmvn Gen,  Modelbased,  Pseudometrics,  Simple,  Theta
Users rating:	0/10