GMMVb_SB(X)

Version 1.0.0.0 (3,13 KB) von Rini
Variational Bayes for one dimension Gaussian mixture models
0.0
(0)
40 Downloads
Aktualisiert 27. Sep 2016

Lizenz anzeigen

The code implements the 2000 Variational Bayes for one dimension Gaussian mixture models paper by Penny and Roberts. (http://www.fil.ion.ucl.ac.uk/~wpenny/publications/vbmog.ps)
Given an 1D vector of values generated by multiple Gaussian distributions, it finds out the number of components, mean and variance of those components. Although it is variational Bayes, an initial value for the number of components has to be give. It can be changed in line 38 inside the init function.
Note: The code sometimes converges and sometimes not with nan values. I thought it might be helpful to get some feedback on this forum and improve upon it.

Zitieren als

Rini (2024). GMMVb_SB(X) (https://www.mathworks.com/matlabcentral/fileexchange/59316-gmmvb_sb-x), MATLAB Central File Exchange. Abgerufen.

Kompatibilität der MATLAB-Version
Erstellt mit R2014a
Kompatibel mit allen Versionen
Plattform-Kompatibilität
Windows macOS Linux
Tags Tags hinzufügen

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version Veröffentlicht Versionshinweise
1.0.0.0

added link to the paper http://www.fil.ion.ucl.ac.uk/~wpenny/publications/vbmog.ps