A B C D E F G I L M N O R S T U V W X Z

A

actionForMapPartition(JavaRDD) - Method in class org.deeplearning4j.spark.text.functions.CountCumSum

ADAGRAD - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

ADAGRAD - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

addAccumulator(Counter<Integer>, Counter<Integer>) - Method in class org.deeplearning4j.spark.text.accumulators.MaxPerPartitionAccumulator

addAccumulator(Counter<String>, Counter<String>) - Method in class org.deeplearning4j.spark.text.accumulators.WordFreqAccumulator

addInPlace(Counter<Integer>, Counter<Integer>) - Method in class org.deeplearning4j.spark.text.accumulators.MaxPerPartitionAccumulator

addInPlace(Counter<String>, Counter<String>) - Method in class org.deeplearning4j.spark.text.accumulators.WordFreqAccumulator

ALPHA - Static variable in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

ALPHA - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

ALPHA - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

apply(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.common.DotProduct

apply(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.common.GetVector

apply(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.common.SaxpyMap

apply(GloveWeightLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

Apply the changes to the table

apply(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecChange

Deprecated.

Take the changes and apply them to the given table

assignVar(String, SparkConf, Class) - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

B

BaseWord2VecFunction - Class in org.deeplearning4j.spark.models.embeddings.common

Base word2vec function for hazelcast.

BaseWord2VecFunction(int, int, String, String) - Constructor for class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

batchSize - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

batchSize(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies the size of mini-batch, used in single iteration during training

build() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

build() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

build() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

buildCumSum() - Method in class org.deeplearning4j.spark.text.functions.CountCumSum

Builder() - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

Builder() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Creates Builder instance with default parameters set.

Builder(VectorsConfiguration) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Uses VectorsConfiguration bean to initialize Word2Vec model parameters

Builder() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

buildVocabCache() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

buildVocabWordListRDD() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

C

call(Pair<List<String>, AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCalculator

call(CounterMap<String, String>, CounterMap<String, String>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCounts

call(Triple<VocabWord, VocabWord, Double>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

call(Triple<String, String, Double>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.VocabWordPairs

call(Iterator<Tuple2<List<VocabWord>, Long>>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction

call(Map.Entry<VocabWord, INDArray>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.MapToPairFunction

call(Word2VecFuncCall) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

Deprecated.

call(Pair<List<VocabWord>, AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

call(Pair<List<VocabWord>, AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

call(Tuple2<List<VocabWord>, Long>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecSetup

Deprecated.

call(Integer, Iterator<AtomicLong>) - Method in class org.deeplearning4j.spark.text.functions.FoldBetweenPartitionFunction

call(Integer, Iterator<AtomicLong>) - Method in class org.deeplearning4j.spark.text.functions.FoldWithinPartitionFunction

call(Pair<List<String>, AtomicLong>) - Method in class org.deeplearning4j.spark.text.functions.GetSentenceCountFunction

call(Iterator<?>) - Method in class org.deeplearning4j.spark.text.functions.MapPerPartitionVoidFunction

call(AtomicLong, AtomicLong) - Method in class org.deeplearning4j.spark.text.functions.ReduceSentenceCount

call(String) - Method in class org.deeplearning4j.spark.text.functions.TokenizerFunction

call(List<String>) - Method in class org.deeplearning4j.spark.text.functions.UpdateWordFreqAccumulatorFunction

call(Pair<List<String>, AtomicLong>) - Method in class org.deeplearning4j.spark.text.functions.WordsListToVocabWordsFunction

configuration - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

configuration - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

CoOccurrenceCalculator - Class in org.deeplearning4j.spark.models.embeddings.glove.cooccurrences

Calculate co occurrences based on tokens

CoOccurrenceCalculator(boolean, Broadcast<VocabCache<VocabWord>>, int) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCalculator

CoOccurrenceCounts - Class in org.deeplearning4j.spark.models.embeddings.glove.cooccurrences

Co occurrence count reduction

CoOccurrenceCounts() - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCounts

coOccurrenceCounts(Broadcast<CounterMap<String, String>>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

CountCumSum - Class in org.deeplearning4j.spark.text.functions

CountCumSum(JavaRDD<AtomicLong>) - Constructor for class org.deeplearning4j.spark.text.functions.CountCumSum

cumSumBetweenPartition() - Method in class org.deeplearning4j.spark.text.functions.CountCumSum

cumSumWithinPartition() - Method in class org.deeplearning4j.spark.text.functions.CountCumSum

D

defaultVals - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

DotProduct - Class in org.deeplearning4j.spark.models.embeddings.common

Dot product

DotProduct(int, int, String, String) - Constructor for class org.deeplearning4j.spark.models.embeddings.common.DotProduct

E

epochs(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies number of epochs done over whole corpus PLEASE NOTE: NOT IMPLEMENTED

expTable(Broadcast<double[]>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

F

filterMinWordAddVocab(Counter<String>) - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

FirstIterationFunction - Class in org.deeplearning4j.spark.models.embeddings.word2vec

FirstIterationFunction(Broadcast<Map<String, Object>>, Broadcast<double[]>, Broadcast<VocabCache<VocabWord>>) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction

FoldBetweenPartitionFunction - Class in org.deeplearning4j.spark.text.functions

FoldBetweenPartitionFunction(Broadcast<Counter<Integer>>) - Constructor for class org.deeplearning4j.spark.text.functions.FoldBetweenPartitionFunction

FoldWithinPartitionFunction - Class in org.deeplearning4j.spark.text.functions

FoldWithinPartitionFunction(Accumulator<Counter<Integer>>) - Constructor for class org.deeplearning4j.spark.text.functions.FoldWithinPartitionFunction

from - Variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

fromIndex - Variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

G

gen(Random) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

getAlpha() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getAlpha() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getBroadCastVocabCache() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getCoOccurrenceCounts() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getCumSumRDD() - Method in class org.deeplearning4j.spark.text.functions.CountCumSum

getDefault(String) - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

getError() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getExpTable() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getExpTable() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getFrom(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

getGen() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getInstance() - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.NegativeHolder

getIterations() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getLastChecked() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getLastChecked() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getLastWords() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getLog() - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getLog() - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getLr() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getMAX_EXP() - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getMaxCount() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getMinAlpha() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getMinAlpha() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getNegative() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getNegative() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getNegative() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getNextRandom() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getNextRandom() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getNumWords() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getNumWords() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getParam() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

getSentence() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

GetSentenceCountFunction - Class in org.deeplearning4j.spark.text.functions

GetSentenceCountFunction() - Constructor for class org.deeplearning4j.spark.text.functions.GetSentenceCountFunction

getSentenceCountRDD() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getSentenceWordsCountRDD() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getTable() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getTable() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getTo(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

getTokenizerVarMap() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

getTotalWordCount() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getTotalWords() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getTotalWords() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

GetVector - Class in org.deeplearning4j.spark.models.embeddings.common

Created by agibsonccc on 3/30/15.

GetVector(int, String) - Constructor for class org.deeplearning4j.spark.models.embeddings.common.GetVector

GetVector(int, int, String, String) - Constructor for class org.deeplearning4j.spark.models.embeddings.common.GetVector

getVectorLength() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

getVectorLength() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getVectorLength() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getVocabCache() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getVocabWordListRDD() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getW1() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW1BiasHistory() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW1BiasUpdate() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW1History() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW1Update() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW2() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW2BiasHistory() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW2BiasUpdate() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW2History() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getW2Update() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

getWeights() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getWeights() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getWindow() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getWindow() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getWord2vecVarMap() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

getWordCount() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getWordCount() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

getWordFreqAcc() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

getWordsSeen() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

getWordsSeen() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

getxMax() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

Glove - Class in org.deeplearning4j.spark.models.embeddings.glove

Spark glove

Glove(String, boolean, int, int) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.Glove

Glove(boolean, int, int) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.Glove

GloveChange - Class in org.deeplearning4j.spark.models.embeddings.glove

GloveChange(VocabWord, VocabWord, INDArray, INDArray, double, double, double, INDArray, INDArray, double, double) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

GloveParam - Class in org.deeplearning4j.spark.models.embeddings.glove

GloveParam(int, boolean, double, Random, double, double, double, Broadcast<CounterMap<String, String>>) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

GloveParam.Builder - Class in org.deeplearning4j.spark.models.embeddings.glove

GlovePerformer - Class in org.deeplearning4j.spark.models.embeddings.glove

Base line glove performer

GlovePerformer(GloveWeightLookupTable) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

I

initExpTable() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

initHolder(VocabCache<VocabWord>, double[], int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.NegativeHolder

isUseAdaGrad() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

isUseAdaGrad() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

isUseAdaGrad() - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

iterateSample(VocabWord, VocabWord, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction

iterateSample(Word2VecParam, VocabWord, VocabWord, double, List<Triple<Integer, Integer, Integer>>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

Deprecated.

Iterate on the given 2 vocab words

iterateSample(VocabWord, VocabWord, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

Iterate on the given 2 vocab words

iterateSample(VocabWord, VocabWord, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

Iterate on the given 2 vocab words

iterations(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies number of iterations over batch on each node

ITERATIONS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

ITERATIONS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

L

lastChecked(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

layerSize - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

layerSize(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies output vector's dimensions

learningRate - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

learningRate(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies initial learning rate for model

lr(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

M

makeTable(int, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.NegativeHolder

MapPerPartitionVoidFunction - Class in org.deeplearning4j.spark.text.functions

MapPerPartitionVoidFunction() - Constructor for class org.deeplearning4j.spark.text.functions.MapPerPartitionVoidFunction

MapToPairFunction - Class in org.deeplearning4j.spark.models.embeddings.word2vec

MapToPairFunction() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.MapToPairFunction

MAX_COUNT - Static variable in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

maxCount(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

MaxPerPartitionAccumulator - Class in org.deeplearning4j.spark.text.accumulators

MaxPerPartitionAccumulator() - Constructor for class org.deeplearning4j.spark.text.accumulators.MaxPerPartitionAccumulator

MIN_ALPHA - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

MIN_ALPHA - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

minLearningRate - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

minLearningRate(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies bottom threshold for learning rate decay

minWordFrequency - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

minWordFrequency(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies minimum word frequency threshold.

N

N_GRAMS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

NAME_SPACE - Static variable in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

NAME_SPACE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

NAME_SPACE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

negative(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

negative - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

negative(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies negative sampling

negative(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

NEGATIVE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

NEGATIVE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

NegativeHolder - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Simple singleton holder class for w2v negative sampling, to avoid syn1Neg creation for each spark node

nGrams - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

NUM_WORDS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

NUM_WORDS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

numEpochs - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

numIterations - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

numWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

O

org.deeplearning4j.spark.models.embeddings.common - package org.deeplearning4j.spark.models.embeddings.common

org.deeplearning4j.spark.models.embeddings.glove - package org.deeplearning4j.spark.models.embeddings.glove

org.deeplearning4j.spark.models.embeddings.glove.cooccurrences - package org.deeplearning4j.spark.models.embeddings.glove.cooccurrences

org.deeplearning4j.spark.models.embeddings.sequencevectors - package org.deeplearning4j.spark.models.embeddings.sequencevectors

org.deeplearning4j.spark.models.embeddings.word2vec - package org.deeplearning4j.spark.models.embeddings.word2vec

org.deeplearning4j.spark.text.accumulators - package org.deeplearning4j.spark.text.accumulators

org.deeplearning4j.spark.text.functions - package org.deeplearning4j.spark.text.functions

R

ReduceSentenceCount - Class in org.deeplearning4j.spark.text.functions

ReduceSentenceCount() - Constructor for class org.deeplearning4j.spark.text.functions.ReduceSentenceCount

REMOVE_STOPWORDS - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

S

sampling - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

sampling(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies subsamplng value

SaxpyMap - Class in org.deeplearning4j.spark.models.embeddings.common

Run a saxpy function on a hazelcast object

SaxpyMap(Number, int, int, String, String) - Constructor for class org.deeplearning4j.spark.models.embeddings.common.SaxpyMap

seed - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

seed(long) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies random seed to be used during weights initialization;

SEED - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

SentenceBatch - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

SentenceBatch() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

Deprecated.

SequenceVectors<T extends SequenceElement> - Class in org.deeplearning4j.spark.models.embeddings.sequencevectors

Deprecated.

SequenceVectors() - Constructor for class org.deeplearning4j.spark.models.embeddings.sequencevectors.SequenceVectors

Deprecated.

setAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

setAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setCoOccurrenceCounts(Broadcast<CounterMap<String, String>>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setError(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setExpTable(Broadcast<double[]>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setExpTable(double[]) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setGen(Random) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setIterations(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setLastChecked(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setLastChecked(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setLastWords(AtomicLong) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setLr(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setMAX_EXP(double) - Static method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setMaxCount(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setMinAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

setMinAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setMinAlpha(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setNegative(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setNegative(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setNegative(double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setNextRandom(AtomicLong) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

setNextRandom(AtomicLong) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setNextRandom(AtomicLong) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setNGrams(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies N of n-Grams :)

setNumWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setNumWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setParam(Broadcast<Word2VecParam>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

setRDDVarMap(JavaRDD<String>, Broadcast<Map<String, Object>>) - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

setSentence(List<VocabWord>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

setTable(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setTable(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setTotalWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setTotalWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setup(SparkConf) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

setup(SparkConf) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setUseAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setUseAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setUseAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setVectorLength(int) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

setVectorLength(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

setVectorLength(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setVectorLength(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setW1(VocabWord) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW1BiasHistory(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW1BiasUpdate(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW1History(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW1Update(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW2(VocabWord) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW2BiasHistory(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW2BiasUpdate(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW2History(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setW2Update(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

setWeights(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setWeights(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setWindow(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setWindow(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setWordCount(Broadcast<AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setWordCount(Broadcast<AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

setWordsSeen(Long) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

setWordsSeen(AtomicLong) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

setxMax(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam

skipGram(int, List<VocabWord>, int, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction

skipGram(Word2VecParam, int, List<VocabWord>, int, double, List<Triple<Integer, Integer, Integer>>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

Deprecated.

Train via skip gram

skipGram(int, List<VocabWord>, int, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

Train via skip gram

skipGram(int, List<VocabWord>, int, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

Train via skip gram

stopWords - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

stopWords(List<String>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method defines list of stop-words, that are to be ignored during vocab building and training

SYN0 - Static variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

SYN1 - Static variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

SYN1_NEGATIVE - Static variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

T

table(INDArray) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

TABLE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

TABLE - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

TextPipeline - Class in org.deeplearning4j.spark.text.functions

A spark based text pipeline with minimum word frequency and stop words

TextPipeline() - Constructor for class org.deeplearning4j.spark.text.functions.TextPipeline

TextPipeline(JavaRDD<String>, Broadcast<Map<String, Object>>) - Constructor for class org.deeplearning4j.spark.text.functions.TextPipeline

to - Variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

toIndex - Variable in class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction

TOKEN_PREPROCESSOR - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

tokenize() - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

TOKENIZER - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

tokenizerFactory - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies TokenizerFactory to be used for tokenization PLEASE NOTE: You can't use anonymous implementation here

tokenizerFactory(String) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies TokenizerFactory class to be used for tokenization

TokenizerFunction - Class in org.deeplearning4j.spark.text.functions

Tokenizer function

TokenizerFunction(String, String, int) - Constructor for class org.deeplearning4j.spark.text.functions.TokenizerFunction

tokenPreprocessor(String) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies TokenPreProcessor class to be used during tokenization

toString() - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveChange

totalWords(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

train(JavaRDD<String>) - Method in class org.deeplearning4j.spark.models.embeddings.glove.Glove

Train on the corpus

train(JavaRDD<String>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

Training word2vec model on a given text corpus

trainSentence(List<VocabWord>, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction

trainSentence(Word2VecParam, List<VocabWord>, double, List<Triple<Integer, Integer, Integer>>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

Deprecated.

Train on a list of vocab words

trainSentence(List<VocabWord>, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

Train on a list of vocab words

trainSentence(List<VocabWord>, double) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

Train on a list of vocab words

U

updateAndReturnAccumulatorVal(JavaRDD<List<String>>) - Method in class org.deeplearning4j.spark.text.functions.TextPipeline

UpdateWordFreqAccumulatorFunction - Class in org.deeplearning4j.spark.text.functions

UpdateWordFreqAccumulatorFunction(Broadcast<List<String>>, Accumulator<Counter<String>>) - Constructor for class org.deeplearning4j.spark.text.functions.UpdateWordFreqAccumulatorFunction

useAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

useAdaGrad - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

useAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

This method specifies, if adaptive gradients should be used during model training

useAdaGrad(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

useUnk - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

useUnknown(boolean) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies, if UNK word should be used instead of words that are absent in vocab

V

VECTOR_LENGTH - Static variable in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

VECTOR_LENGTH - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

VECTOR_LENGTH - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

vectorLength(int) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

VocabWordPairs - Class in org.deeplearning4j.spark.models.embeddings.glove

Convert string to vocab words

VocabWordPairs(Broadcast<VocabCache<VocabWord>>) - Constructor for class org.deeplearning4j.spark.models.embeddings.glove.VocabWordPairs

W

weights(InMemoryLookupTable) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

window(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

WINDOW - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

WINDOW - Static variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

windowSize - Variable in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

windowSize(int) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec.Builder

Specifies window size

Word2Vec - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Spark version of word2vec

Word2Vec(INDArray) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

Word2Vec() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec

Word2Vec.Builder - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Word2VecChange - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecChange(List<Triple<Integer, Integer, Integer>>, Word2VecParam) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecChange

Deprecated.

Word2VecFuncCall - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecFuncCall(Broadcast<Word2VecParam>, Long, List<VocabWord>) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall

Deprecated.

Word2VecParam - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecParam(boolean, double, int, INDArray, int, AtomicLong, double, double, int, int, Broadcast<AtomicLong>, InMemoryLookupTable, int, Broadcast<double[]>) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam

Deprecated.

Word2VecParam.Builder - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecPerformer - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecPerformer(SparkConf, Broadcast<AtomicLong>, InMemoryLookupTable) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer

Deprecated.

Word2VecPerformerVoid - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecPerformerVoid(SparkConf, Broadcast<AtomicLong>, InMemoryLookupTable) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

Deprecated.

Word2VecSetup - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecSetup(Broadcast<Word2VecParam>) - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecSetup

Deprecated.

Word2VecVariables - Class in org.deeplearning4j.spark.models.embeddings.word2vec

Deprecated.

Word2VecVariables() - Constructor for class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecVariables

Deprecated.

wordCount(Broadcast<AtomicLong>) - Method in class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam.Builder

Deprecated.

WordFreqAccumulator - Class in org.deeplearning4j.spark.text.accumulators

WordFreqAccumulator() - Constructor for class org.deeplearning4j.spark.text.accumulators.WordFreqAccumulator

WordsListToVocabWordsFunction - Class in org.deeplearning4j.spark.text.functions

WordsListToVocabWordsFunction(Broadcast<VocabCache<VocabWord>>) - Constructor for class org.deeplearning4j.spark.text.functions.WordsListToVocabWordsFunction

X

X_MAX - Static variable in class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer

xMax(double) - Method in class org.deeplearning4j.spark.models.embeddings.glove.GloveParam.Builder

Z

zero(Counter<Integer>) - Method in class org.deeplearning4j.spark.text.accumulators.MaxPerPartitionAccumulator

zero(Counter<String>) - Method in class org.deeplearning4j.spark.text.accumulators.WordFreqAccumulator

A B C D E F G I L M N O R S T U V W X Z