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Java example source code file (KohonenTrainingTask.java)

This example Java source code file (KohonenTrainingTask.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

iterator, kohonentrainingtask, kohonenupdateaction, network, runnable, util

The KohonenTrainingTask.java Java example source code

/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.commons.math3.ml.neuralnet.sofm;

import java.util.Iterator;
import org.apache.commons.math3.ml.neuralnet.Network;

/**
 * Trainer for Kohonen's Self-Organizing Map.
 *
 * @since 3.3
 */
public class KohonenTrainingTask implements Runnable {
    /** SOFM to be trained. */
    private final Network net;
    /** Training data. */
    private final Iterator<double[]> featuresIterator;
    /** Update procedure. */
    private final KohonenUpdateAction updateAction;

    /**
     * Creates a (sequential) trainer for the given network.
     *
     * @param net Network to be trained with the SOFM algorithm.
     * @param featuresIterator Training data iterator.
     * @param updateAction SOFM update procedure.
     */
    public KohonenTrainingTask(Network net,
                               Iterator<double[]> featuresIterator,
                               KohonenUpdateAction updateAction) {
        this.net = net;
        this.featuresIterator = featuresIterator;
        this.updateAction = updateAction;
    }

    /**
     * {@inheritDoc}
     */
    public void run() {
        while (featuresIterator.hasNext()) {
            updateAction.update(net, featuresIterator.next());
        }
    }
}

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