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Carrot2 search results clustering framework. Minimal functional subset (core algorithms and infrastructure, no document sources).

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/*
 * Carrot2 project.
 *
 * Copyright (C) 2002-2013, Dawid Weiss, Stanisław Osiński.
 * All rights reserved.
 *
 * Refer to the full license file "carrot2.LICENSE"
 * in the root folder of the repository checkout or at:
 * http://www.carrot2.org/carrot2.LICENSE
 */

package org.carrot2.matrix.factorization;

import org.apache.mahout.math.matrix.*;

/**
 * For an m × n matrix A and given k, computes an m
 *  × k matrix U and k × n matrix V'
 * such that A ~= UV'.
 */
@SuppressWarnings("deprecation")
public interface IMatrixFactorization
{
    /**
     * Returns the U matrix (base vectors matrix).
     * 
     * @return U matrix
     */
    public abstract DoubleMatrix2D getU();

    /**
     * Returns the V matrix (coefficient matrix)
     * 
     * @return V matrix
     */
    public abstract DoubleMatrix2D getV();
}