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2D infinite Gaussian mixture model

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2D infinite Gaussian mixture model

by Mark Bangert

 

07 Feb 2012

Implementation of Rasmussen's infinite Gaussian Mixture model for two dimensional data sets

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Description

This is a little script which was designed for educational purposes. It runs out of the box and generates a random data set of 2D Gaussian mixtures and visualizes the inference process with an infinite Gaussian mixture model.

References:

* Carl Edward Rasmussen: The infinite Gaussian mixture model -> http://www.kyb.mpg.de/fileadmin/user_upload/files/publications/pdfs/pdf2299.pdf
Required Products Statistics Toolbox
MATLAB release MATLAB 7.11 (2010b)
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infinite mixture models Mark Bangert 08 Feb 2012 16:33:34
non parametric bayesian inference Mark Bangert 08 Feb 2012 16:33:34

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