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package org.deeplearning4j.models.featuredetectors.rbm;

import static org.junit.Assert.*;

import org.deeplearning4j.linalg.api.ndarray.INDArray;
import org.deeplearning4j.linalg.factory.NDArrays;
import org.deeplearning4j.linalg.lossfunctions.LossFunctions;
import org.deeplearning4j.nn.api.Model;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
import org.junit.Test;

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 SentenceIterator iter = new FileSentenceIterator(new SentencePreProcessor() {
            @Override
            public String preProcess(String sentence) {
                return new InputHomogenization(sentence).transform();
            }
        },file);


        TokenizerFactory t = new UimaTokenizerFactory();

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 /**
     * Creates a tokenization,/stemming pipeline
     * @return a tokenization/stemming pipeline
     */
    public static AnalysisEngine defaultAnalysisEngine()  {
        try {
            return AnalysisEngineFactory.createEngine(AnalysisEngineFactory.createEngineDescription(
                    SentenceAnnotator.getDescription(),
                    TokenizerAnnotator.getDescription()));
        }catch(Exception e) {

agibsonccc

package org.deeplearning4j.linalg.jcublas;

import jcuda.Pointer;
import jcuda.Sizeof;
import jcuda.cuDoubleComplex;
import jcuda.cuComplex;
import jcuda.jcublas.JCublas;
import org.deeplearning4j.linalg.api.complex.IComplexDouble;
import org.deeplearning4j.linalg.api.ndarray.INDArray;
import org.deeplearning4j.linalg.jcublas.complex.ComplexDouble;

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package org.deeplearning4j.linalg.jcublas;

import jcuda.Pointer;
import jcuda.Sizeof;
import jcuda.cuDoubleComplex;
import jcuda.cuComplex;
import jcuda.jcublas.JCublas;
import org.deeplearning4j.linalg.api.complex.IComplexDouble;
import org.deeplearning4j.linalg.api.complex.IComplexNDArray;
import org.deeplearning4j.linalg.api.ndarray.INDArray;

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package org.deeplearning4j.linalg.jcublas;

/**
 * Created by mjk on 8/23/14.
 *
 * @author mjk
 * @author Adam Gibson
 */

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    public static INDArray gemv(INDArray A, INDArray B, INDArray C, float alpha, float beta) {


        JCublasNDArray cA = (JCublasNDArray) A;
        JCublasNDArray cB = (JCublasNDArray) B;
        JCublasNDArray cC = (JCublasNDArray) C;

       char trans = 'n';
        if (A.rows() == B.columns()) {
            trans = 'T';

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    public static IComplexNDArray gemm(IComplexNDArray A, IComplexNDArray B, IComplexNDArray C,
                                       float Alpha, float Beta) {

        JCublasNDArray cA = (JCublasNDArray) A;
        JCublasNDArray cB = (JCublasNDArray) B;
        JCublasNDArray cC = (JCublasNDArray) C;

agibsonccc

package org.deeplearning4j.linalg.jcublas;

import jcuda.Pointer;
import jcuda.Sizeof;
import jcuda.cuComplex;
import jcuda.cuDoubleComplex;
import jcuda.jcublas.JCublas;
import org.deeplearning4j.linalg.api.complex.IComplexDouble;
import org.deeplearning4j.linalg.api.complex.IComplexFloat;
import org.deeplearning4j.linalg.api.complex.IComplexNDArray;

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$.fn.serializeObject = function()
{
    var o = {};
    var a = this.serializeArray();
    $.each(a, function() {
        if (o[this.name] !== undefined) {
            if (!o[this.name].push) {
                o[this.name] = [o[this.name]];