Exploring Dirichlet Distribution

Exploring Dirichlet Distribution reveals several interesting facts.

  • The parameter to the Categorical is a vector of parameters. Can we put a
  • In 1829,
  • Ever wonder how algorithms figure out the exact mix of topics inside a massive collection of text documents? It all starts with the ...
  • Dirichlet
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In-Depth Information on Dirichlet Distribution

The Beta Definition of the This series [Probability] closely follows Stanford University's CS 109 (Probability for Computer Scientists), and University of ...

Pritchard et al., 2000: https://pmc.ncbi.nlm.nih.gov/articles/PMC1461096/ Griffiths & Steyvers 2004: ...

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