Clustered Dirichlet Process Mixture Modelling

Handy Markov Chain Monte Carlo algorithm implementation
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Clustered Dirichlet Process Mixture Modelling Ranking & Summary

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  • Rating:
  • License:
  • Freeware
  • Publisher Name:
  • Dan Merl & Quanli Wang
  • Operating Systems:
  • Windows XP / Vista / 7
  • File Size:
  • 370 KB

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Clustered Dirichlet Process Mixture Modelling Description

Clustered Dirichlet Process Mixture Modelling is an application that implements a highly optimized Markov Chain Monte Carlo algorithm. This is done in order to fit a clustered Dirichlet process mixture of normal distributions. This class of models is designed for performing density estimation and hierarchical classification in multivariate, non-Gaussian data. A clustered Dirichlet process mixture model can be thought of as a nonparametric mixture of nonparametric mixtures.


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