zachjennings / DPM

project for a python implementation of dirichlet process mixtures

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Package for python implementation of a Dirichlet process mixture.

Tries to replicate functionality of the

Note: currently broken! Algorithm is somewhat implemented but contains errors, in particular covariance matrix inference will be wrong (although may not change final answer much).

Also, using cluster-by-cluster covariance matrices is is currently unusably slow, needs to be optimized (or perhaps implement Neal 2000 (?) algorithm).

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project for a python implementation of dirichlet process mixtures


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