Exploring Dirichlet Distribution

Exploring Dirichlet Distribution reveals several interesting facts.

  • Pritchard et al., 2000: https://pmc.ncbi.nlm.nih.gov/articles/PMC1461096/ Griffiths & Steyvers 2004: ...
  • Definition of the
  • Dirichlet
  • VI Playlist: https://www.youtube.com/watch?v=A9WmgK9qpm0&list=PLJ71tqAZr196GJ5G36s64xifr1tURUCSJ MCMC Playlist: ...
  • Ever wonder how algorithms figure out the exact mix of topics inside a massive collection of text documents? It all starts with the ...

In-Depth Information on Dirichlet Distribution

The Beta This series [Probability] closely follows Stanford University's CS 109 (Probability for Computer Scientists), and University of ... In 1829,

The parameter to the Categorical is a vector of parameters. Can we put a

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