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All Projects → ffftzh → BTM-Java

ffftzh / BTM-Java

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A java implement of Biterm Topic Model

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java
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data-mining

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BTM-Java

A java implement of Biterm Topic Model. The origin BTM is in here: https://github.com/xiaohuiyan/BTM Usage:

java BTM [data_path] [topic_num] [alpha] [beta] [iter_num] [instance_num]

  • [data_path] string, path of training docs
  • [topic_num] int, number of topics
  • [alpha] double, Symmetric Dirichlet prior of P(z)
  • [beta] double, Symmetric Dirichlet prior of P(w|z)
  • [iter_num] int, number of iterations of Gibbs sampling
  • [instance_num] int, number of times to run this program

Examples

java BTM sample-data/sample-data.txt 100 0.1 0.01 2000 1

Output

  • 'model-final.theta' Doc*Topic matrix
  • 'model-final.phi' Topic*Word matrix
  • 'model-final.twords' top 20 words of each topics
  • 'model-final.wordmap' word dictionary
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