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Add reference to Hanna Wallach's Ph.D. thesis
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jonaschn committed May 21, 2021
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4 changes: 4 additions & 0 deletions src/cc/mallet/types/Dirichlet.java
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Expand Up @@ -555,6 +555,8 @@ public static void testSymmetricConcentration(int numDimensions, int numObservat

/**
* Learn Dirichlet parameters using frequency histograms
* described by Hanna Wallach in "Structured Topic Models for Language" (2008), section 2.4
* Method 1: Using the Digamma Recurrence Relation (pp. 27-28)
*
* @param parameters A reference to the current values of the parameters, which will be updated in place
* @param observations An array of count histograms. <code>observations[10][3]</code> could be the number of documents that contain exactly 3 tokens of word type 10.
Expand All @@ -571,6 +573,8 @@ public static double learnParameters(double[] parameters,

/**
* Learn Dirichlet parameters using frequency histograms
* described by Hanna Wallach in "Structured Topic Models for Language", section 2.4
* Method 1: Using the Digamma Recurrence Relation (pp. 27-28) and gamma hyperpriors (section 2.5, pp. 37-39)
*
* @param parameters A reference to the current values of the parameters, which will be updated in place
* @param observations An array of count histograms. <code>observations[10][3]</code> could be the number of documents that contain exactly 3 tokens of word type 10.
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