Clustering documents and gaussian data with Dirichlet Process Mixture Models

Clustering documents and gaussian data with Dirichlet Process Mixture Models

This article is the fifth part of the tutorial on Clustering with DPMM. In the previous posts we covered in detail the theoretical background of the method and we described its mathematical representationsmu and ways to construct it. In this post we will try to link the theory with the practice by introducing two models […]

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The Dirichlet Process Mixture Model

The Dirichlet Process Mixture Model

This blog post is the fourth part of the series on Clustering with Dirichlet Process Mixture Models. In previous articles we discussed the Finite Dirichlet Mixture Models and we took the limit of their model for infinite k clusters which led us to the introduction of Dirichlet Processes. As we saw, our target is to […]

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