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mmvn_toolkit 1.0

  Date Added: June 22, 2013  |  Visits: 109

mmvn_toolkit

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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

License: Shareware Size: 61.44 KB
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