Infinite Bernoulli mixture

Nonparametric Bayesian clustering of binary data.

Version 1.3.0.0 (2.59 KB)
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9 Oct 2013

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Uses Gibbs sampling to approximate the posterior of a Dirichlet process mixture of Bernoullis. Also samples the concentration parameter which controls the number of clusters.

Cite As

Sam Gershman (2026). Infinite Bernoulli mixture (https://www.mathworks.com/matlabcentral/fileexchange/41905-infinite-bernoulli-mixture), MATLAB Central File Exchange. Retrieved .

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MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

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  • Linux
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Version Published Release Notes
1.3.0.0

Changed output to provide all samples.
1.1.0.0

Fixed a typo in the help notes.
1.0.0.0