Example usage for org.apache.mahout.math.stats Sampler Sampler

Introduction

In this page you can find the example usage for org.apache.mahout.math.stats Sampler Sampler.

Prototype

public Sampler(Random random) 

Source Link

Usage

From source file:com.elex.dmp.core.TopicModel.java

License:Apache License

public TopicModel(Matrix topicTermCounts, Vector topicSums, double eta, double alpha, String[] dictionary,
        int numThreads, double modelWeight) {
    this.dictionary = dictionary;
    this.topicTermCounts = topicTermCounts;
    this.topicSums = topicSums;
    this.numTopics = topicSums.size();
    this.numTerms = topicTermCounts.numCols();
    this.eta = eta;
    this.alpha = alpha;
    this.sampler = new Sampler(RandomUtils.getRandom());
    this.numThreads = numThreads;
    if (modelWeight != 1) {
        topicSums.assign(Functions.mult(modelWeight));
        for (int x = 0; x < numTopics; x++) {
            topicTermCounts.viewRow(x).assign(Functions.mult(modelWeight));
        }/*from www.ja  va  2 s  .co m*/
    }
    initializeThreadPool();
}

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