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Dirchlet process, topic models and MCMC for Approximate Inference.

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topics

  • Dirichlet Process Mixture Model.
  • Generative Topic Model with some funny documents.
  • Gibbs Inference in topic models (it is very slow...)

todo:

  • variational bayes for inferences
  • nonparamteric topic models??

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Dirchlet process, topic models and MCMC for Approximate Inference.

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