Package org.apache.mahout.clustering.lda

Examples of org.apache.mahout.clustering.lda.LDASampler.sample()


    for(int i = 0; i < numTopicsPerDoc; i++) {
      int topic = random.nextInt(topicVector.size());
      topicVector.set(topic, topicVector.get(topic) + 1);
    }
    for(int docId = 0; docId < numDocs; docId++) {
      for(int sample : modelSampler.sample(topicVector, numSamples)) {
        corpus.set(docId, sample, corpus.get(docId, sample) + 1);
      }
    }
    return corpus;
  }
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