/*
* Encog(tm) Core v3.4 - Java Version
* http://www.heatonresearch.com/encog/
* https://github.com/encog/encog-java-core
* Copyright 2008-2016 Heaton Research, Inc.
*
* Licensed 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.
*
* For more information on Heaton Research copyrights, licenses
* and trademarks visit:
* http://www.heatonresearch.com/copyright
*/
package org.encog.util.normalize.input;
import org.encog.neural.data.NeuralDataSet;
/**
* An input field based on an Encog NeuralDataSet.
*
*/
public class InputFieldMLDataSet extends BasicInputField {
/**
* The data set.
*/
private final NeuralDataSet data;
/**
* The input or ideal index. This treats the input and ideal as one
* long array, concatenated together.
*/
private final int offset;
/**
* Construct a input field based on a NeuralDataSet.
* @param usedForNetworkInput Is this field used for neural input.
* @param data The data set to use.
* @param offset The input or ideal index to use. This treats the input
* and ideal as one long array, concatenated together.
*/
public InputFieldMLDataSet(final boolean usedForNetworkInput,
final NeuralDataSet data, final int offset) {
this.data = data;
this.offset = offset;
setUsedForNetworkInput(usedForNetworkInput);
}
/**
* @return The neural data set to read.
*/
public NeuralDataSet getNeuralDataSet() {
return this.data;
}
/**
* @return The field to be accessed. This treats the input and
* ideal as one long array, concatenated together.
*/
public int getOffset() {
return this.offset;
}
}