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AIMA-Java Core Algorithms from the book Artificial Intelligence a Modern Approach 3rd Ed.

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package aima.core.learning.neural;

import java.util.List;

import aima.core.learning.framework.Example;
import aima.core.util.datastructure.Pair;

/**
 * A Numerizer understands how to convert an example from a particular data set
 * into a Pair of lists of doubles. The first represents the input
 * to the neural network, and the second represents the desired output. See
 * IrisDataSetNumerizer for a concrete example
 * 
 * @author Ravi Mohan
 * 
 */
public interface Numerizer {
	Pair, List> numerize(Example e);

	String denumerize(List outputValue);
}