Java example source code file (ElementsLearningAlgorithm.java)

This example Java source code file (ElementsLearningAlgorithm.java) is included in the alvinalexander.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" ^TM.

Learn more about this Java project at its project page.

Java - Java tags/keywords

atomiclong, elementslearningalgorithm, sequenceelement, string, vectorsconfiguration, weightlookuptable

The ElementsLearningAlgorithm.java Java example source code

package org.deeplearning4j.models.embeddings.learning;

import org.deeplearning4j.models.embeddings.WeightLookupTable;
import org.deeplearning4j.models.embeddings.loader.VectorsConfiguration;
import org.deeplearning4j.models.sequencevectors.interfaces.SequenceIterator;
import org.deeplearning4j.models.sequencevectors.sequence.Sequence;
import org.deeplearning4j.models.sequencevectors.sequence.SequenceElement;
import org.deeplearning4j.models.word2vec.wordstore.VocabCache;

import java.util.concurrent.atomic.AtomicLong;

/**
 * Implementations of this interface should contain element-related learning algorithms. Like skip-gram, cbow or glove
 *
 * @author raver119@gmail.com
 */
public interface ElementsLearningAlgorithm<T extends SequenceElement> {

    String getCodeName();

    void configure(VocabCache<T> vocabCache, WeightLookupTable lookupTable, VectorsConfiguration configuration);

    void pretrain(SequenceIterator<T> iterator);

    void learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate);

    boolean isEarlyTerminationHit();
}