vvpreetham

# AUTHOR: Freedom Preetham
# DATE: FEB, 2017
# THE AUTHOUR OR HIS ASSOCIATED COMPANIES/SERVICES HOLDS NO RESPONSIBILITY OR LIABIILTY IF YOU DECIDE TO USE IT.
# THIS CODE IS SHARED AS AN EXAMPLE ONLY.

# FEEL FREE TO USE AND DISTRIBUTE AS NECESSARY.
# APPRECIATE THE ATTRIBUTION IF ANY

# THE CODE IN SOME PLACES IS A TEMPLATE AND IS NOT THOROUGHLY TESTED. 

vvpreetham

0,14.23,1.71,2.43,15.6,127,2.8,3.06,0.28,2.29,5.64,1.04,3.92,1065
0,13.2,1.78,2.14,11.2,100,2.65,2.76,0.26,1.28,4.38,1.05,3.4,1050
0,13.16,2.36,2.67,18.6,101,2.8,3.24,0.3,2.81,5.68,1.03,3.17,1185
0,14.37,1.95,2.5,16.8,113,3.85,3.49,0.24,2.18,7.8,0.86,3.45,1480
0,13.24,2.59,2.87,21,118,2.8,2.69,0.39,1.82,4.32,1.04,2.93,735
0,14.2,1.76,2.45,15.2,112,3.27,3.39,0.34,1.97,6.75,1.05,2.85,1450
0,14.39,1.87,2.45,14.6,96,2.5,2.52,0.3,1.98,5.25,1.02,3.58,1290
0,14.06,2.15,2.61,17.6,121,2.6,2.51,0.31,1.25,5.05,1.06,3.58,1295
0,14.83,1.64,2.17,14,97,2.8,2.98,0.29,1.98,5.2,1.08,2.85,1045
0,13.86,1.35,2.27,16,98,2.98,3.15,0.22,1.85,7.22,1.01,3.55,1045

vvpreetham

package nn.example;

import org.datavec.api.records.reader.RecordReader;
import org.datavec.api.records.reader.impl.csv.CSVRecordReader;
import org.datavec.api.split.FileSplit;
import org.datavec.api.util.ClassPathResource;
import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;
import org.deeplearning4j.eval.Evaluation;
import org.deeplearning4j.nn.api.OptimizationAlgorithm;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;

vvpreetham

// package nn.example;

import org.deeplearning4j.nn.api.Layer;
import org.deeplearning4j.nn.api.OptimizationAlgorithm;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration.ListBuilder;
import org.deeplearning4j.nn.conf.distribution.UniformDistribution;
import org.deeplearning4j.nn.conf.layers.DenseLayer;
import org.deeplearning4j.nn.conf.layers.OutputLayer;

vvpreetham

// package nn.example;

import org.deeplearning4j.nn.api.Layer;
import org.deeplearning4j.nn.api.OptimizationAlgorithm;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration.ListBuilder;
import org.deeplearning4j.nn.conf.distribution.UniformDistribution;
import org.deeplearning4j.nn.conf.layers.DenseLayer;
import org.deeplearning4j.nn.conf.layers.OutputLayer;

vvpreetham

import org.canova.api.util.ClassPathResource
import org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable
import org.deeplearning4j.models.embeddings.loader.WordVectorSerializer
import org.deeplearning4j.models.word2vec.{ VocabWord, Word2Vec }
import org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache
import org.deeplearning4j.text.sentenceiterator.{ BasicLineIterator, SentenceIterator }
import org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CommonPreprocessor
import org.deeplearning4j.text.tokenization.tokenizerfactory.{ DefaultTokenizerFactory, TokenizerFactory }
import org.slf4j.LoggerFactory
import scala.io.Source