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Notes on Dirichlet Processes

I have published some notes on the Dirichlet distribute, Dirichlet processes, Gibbs sampling for mixture models and nonparametric mixture models, and the Gibbs sampler for nonparametric Latent Dirichlet Allocation.

This is related to my work on a Python implementation of Hierarchical Dirichlet Process Latent Dirichlet Allocation.

Posted Fri Oct 16, 2015 in  read, technical


About Tim Hopper:

I am a data scientist and software developer in cybersecurity. I enjoy math, computing, conversation, reading, hiking, photography, philosophy of science, and more.

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