Serialized Form (deeplearning4j-nlp 0.0.3.3 API)

Package org.deeplearning4j.bagofwords.vectorizer
- Class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer extends BaseTextVectorizer implements Serializable
- Class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer extends Object implements Serializable
  - Serialized Fields
    - stopWords
```
List<E> stopWords
```
    - minWordFrequency
```
int minWordFrequency
```
    - labels
```
List<E> labels
```
    - numWordsEncountered
```
AtomicLong numWordsEncountered
```
    - index
```
InvertedIndex index
```
    - batchSize
```
int batchSize
```
    - sample
```
double sample
```
    - stem
```
boolean stem
```
    - cleanup
```
boolean cleanup
```
- Class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator extends Object implements Serializable
  - Serialized Fields
    - iter
```
DocumentIterator iter
```
- Class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer extends BaseTextVectorizer implements Serializable
Package org.deeplearning4j.datasets.iterator
- Class org.deeplearning4j.datasets.iterator.BaseDatasetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -116636792426198949L
  - Serialized Fields
    - batch
```
int batch
```
    - numExamples
```
int numExamples
```
    - fetcher
```
DataSetFetcher fetcher
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.CSVDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.CurvesDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.MovingWindowBaseDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.MultipleEpochsIterator extends Object implements Serializable
  - Serialized Fields
    - numPasses
```
int numPasses
```
    - batch
```
int batch
```
    - iter
```
DataSetIterator iter
```
    - passes
```
int passes
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.ReconstructionDataSetIterator extends Object implements Serializable
  - Serialized Fields
    - iter
```
DataSetIterator iter
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
- Class org.deeplearning4j.datasets.iterator.ReutersNewsGroupsDataSetIterator extends BaseDatasetIterator implements Serializable
- Class org.deeplearning4j.datasets.iterator.SamplingDataSetIterator extends Object implements Serializable
  
  serialVersionUID:
  
  -2700563801361726914L
  - Serialized Fields
    - sampleFrom
```
org.nd4j.linalg.dataset.DataSet sampleFrom
```
    - batchSize
```
int batchSize
```
    - totalNumberSamples
```
int totalNumberSamples
```
    - numTimesSampled
```
int numTimesSampled
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
Package org.deeplearning4j.datasets.loader
- Class org.deeplearning4j.datasets.loader.ReutersNewsGroupsLoader extends BaseDataFetcher implements Serializable
  - Serialized Fields
    - textVectorizer
```
TextVectorizer textVectorizer
```
    - tfidf
```
boolean tfidf
```
    - reutersRootDir
```
File reutersRootDir
```
    - load
```
org.nd4j.linalg.dataset.DataSet load
```
Package org.deeplearning4j.models.embeddings

Package org.deeplearning4j.models.embeddings.inmemory

Class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable extends Object implements Serializable

Serialized Fields

syn0

org.nd4j.linalg.api.ndarray.INDArray syn0

syn1

org.nd4j.linalg.api.ndarray.INDArray syn1

vectorLength
```
int vectorLength
```

lr

com.google.common.util.concurrent.AtomicDouble lr

expTable
```
double[] expTable
```
seed
```
long seed
```

table

org.nd4j.linalg.api.ndarray.INDArray table

syn1Neg

org.nd4j.linalg.api.ndarray.INDArray syn1Neg

useAdaGrad
```
boolean useAdaGrad
```
negative
```
double negative
```
vocab
```
VocabCache vocab
```
codes
```
Map<K,V> codes
```

Package org.deeplearning4j.models.embeddings.wordvectors
- Class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl extends Object implements Serializable
  - Serialized Fields
    - minWordFrequency
```
int minWordFrequency
```
    - lookupTable
```
WeightLookupTable lookupTable
```
    - vocab
```
VocabCache vocab
```
    - layerSize
```
int layerSize
```
    - stopWords
```
List<E> stopWords
```
Package org.deeplearning4j.models.glove
- Class org.deeplearning4j.models.glove.CoOccurrences extends Object implements Serializable
  - Serialized Fields
    - windowSize
```
int windowSize
```
    - index
```
InvertedIndex index
```
    - symmetric
```
boolean symmetric
```
    - sentenceOccurrences
```
Counter<E> sentenceOccurrences
```
    - coOCurreneCounts
```
CounterMap<K,V> coOCurreneCounts
```
    - coOccurrences
```
List<E> coOccurrences
```
- Class org.deeplearning4j.models.glove.Glove extends WordVectorsImpl implements Serializable
  - Serialized Fields
    - learningRate
```
double learningRate
```
    - xMax
```
double xMax
```
    - windowSize
```
int windowSize
```
    - coOccurrences
```
CoOccurrences coOccurrences
```
    - stem
```
boolean stem
```
    - jobQueue
```
Queue<E> jobQueue
```
    - batchSize
```
int batchSize
```
    - minWordFrequency
```
int minWordFrequency
```
    - maxCount
```
double maxCount
```
    - iterations
```
int iterations
```
    - symmetric
```
boolean symmetric
```
    - shuffle
```
boolean shuffle
```
    - numWorkers
```
int numWorkers
```
- Class org.deeplearning4j.models.glove.GloveWeightLookupTable extends InMemoryLookupTable implements Serializable
  - Serialized Fields
    - weightAdaGrad
```
org.nd4j.linalg.learning.AdaGrad weightAdaGrad
```
    - biasAdaGrad
```
org.nd4j.linalg.learning.AdaGrad biasAdaGrad
```
    - bias
```
org.nd4j.linalg.api.ndarray.INDArray bias
```
    - xMax
```
double xMax
```
    - maxCount
```
double maxCount
```
Package org.deeplearning4j.models.glove.actor
- Class org.deeplearning4j.models.glove.actor.SentenceWork extends Object implements Serializable
  - Serialized Fields
    - id
```
int id
```
    - sentence
```
String sentence
```
Package org.deeplearning4j.models.paragraphvectors
- Class org.deeplearning4j.models.paragraphvectors.ParagraphVectors extends Word2Vec implements Serializable
  - Serialized Fields
    - jobQueue
```
Queue<E> jobQueue
```
Package org.deeplearning4j.models.rntn
- Class org.deeplearning4j.models.rntn.RNTN extends Object implements Serializable
  - Serialized Fields
    - value
```
double value
```
    - numOuts
```
int numOuts
```
    - numHidden
```
int numHidden
```
    - rng
```
org.apache.commons.math3.random.RandomGenerator rng
```
    - useDoubleTensors
```
boolean useDoubleTensors
```
    - combineClassification
```
boolean combineClassification
```
    - simplifiedModel
```
boolean simplifiedModel
```
    - randomFeatureVectors
```
boolean randomFeatureVectors
```
    - scalingForInit
```
double scalingForInit
```
    - lowerCasefeatureNames
```
boolean lowerCasefeatureNames
```
    - activationFunction
```
org.nd4j.linalg.api.activation.ActivationFunction activationFunction
```
    - outputActivation
```
org.nd4j.linalg.api.activation.ActivationFunction outputActivation
```
    - paramAdaGrad
```
org.nd4j.linalg.learning.AdaGrad paramAdaGrad
```
    - numParameters
```
int numParameters
```
    - regTransformMatrix
```
double regTransformMatrix
```
      Regularization cost for the applyTransformToOrigin matrix
    - regClassification
```
double regClassification
```
      Regularization cost for the classification matrices
    - regWordVector
```
double regWordVector
```
      Regularization cost for the word vectors
    - adagradResetFrequency
```
int adagradResetFrequency
```
      How many epochs between resets of the adagrad learning rates. Set to 0 to never reset.
    - regTransformINDArray
```
double regTransformINDArray
```
      Regularization cost for the applyTransformToOrigin INDArray
    - binaryTransform
```
MultiDimensionalMap<K,T,V> binaryTransform
```
      Nx2N+1, where N is the size of the word vectors
    - binaryINd4j
```
MultiDimensionalMap<K,T,V> binaryINd4j
```
      2Nx2NxN, where N is the size of the word vectors
    - unaryClassification
```
Map<K,V> unaryClassification
```
      CxN+1, where N = size of word vectors, C is the number of classes
    - featureVectors
```
WeightLookupTable featureVectors
```
    - vocabCache
```
VocabCache vocabCache
```
    - binaryClassification
```
MultiDimensionalMap<K,T,V> binaryClassification
```
      CxN+1, where N = size of word vectors, C is the number of classes
    - numBinaryMatrices
```
int numBinaryMatrices
```
      Cached here for easy calculation of the model size; MultiDimensionalMap does not return that in O(1) time
    - binaryTransformSize
```
int binaryTransformSize
```
      How many elements a transformation matrix has
    - binaryINd4jize
```
int binaryINd4jize
```
      How many elements the binary transformation INd4j have
    - binaryClassificationSize
```
int binaryClassificationSize
```
      How many elements a classification matrix has
    - numUnaryMatrices
```
int numUnaryMatrices
```
      Cached here for easy calculation of the model size; MultiDimensionalMap does not return that in O(1) time
    - unaryClassificationSize
```
int unaryClassificationSize
```
      How many elements a classification matrix has
    - identity
```
org.nd4j.linalg.api.ndarray.INDArray identity
```
    - trainingTrees
```
List<E> trainingTrees
```
    - classWeights
```
Map<K,V> classWeights
```
Package org.deeplearning4j.models.word2vec
- Class org.deeplearning4j.models.word2vec.StreamWork extends Object implements Serializable
  - Serialized Fields
    - is
```
InputStreamCreator is
```
    - count
```
AtomicInteger count
```
- Class org.deeplearning4j.models.word2vec.VocabWord extends Object implements Serializable
  
  serialVersionUID:
  
  2223750736522624256L
  - Serialized Fields
    - wordFrequency
```
com.google.common.util.concurrent.AtomicDouble wordFrequency
```
    - index
```
int index
```
    - codes
```
List<E> codes
```
    - word
```
String word
```
    - historicalGradient
```
org.nd4j.linalg.api.ndarray.INDArray historicalGradient
```
    - points
```
List<E> points
```
    - codeLength
```
int codeLength
```
- Class org.deeplearning4j.models.word2vec.VocabWork extends Object implements Serializable
  - Serialized Fields
    - count
```
AtomicInteger count
```
    - work
```
String work
```
    - stem
```
boolean stem
```
    - label
```
List<E> label
```
- Class org.deeplearning4j.models.word2vec.Word2Vec extends WordVectorsImpl implements Serializable
  
  serialVersionUID:
  
  -2367495638286018038L
  - Serialized Fields
    - batchSize
```
int batchSize
```
    - sample
```
double sample
```
    - totalWords
```
long totalWords
```
    - alpha
```
com.google.common.util.concurrent.AtomicDouble alpha
```
    - window
```
int window
```
    - shouldReset
```
boolean shouldReset
```
    - numIterations
```
int numIterations
```
    - seed
```
long seed
```
    - saveVocab
```
boolean saveVocab
```
    - minLearningRate
```
double minLearningRate
```
    - learningRateDecayWords
```
int learningRateDecayWords
```
    - invertedIndex
```
InvertedIndex invertedIndex
```
    - useAdaGrad
```
boolean useAdaGrad
```
    - workers
```
int workers
```
Package org.deeplearning4j.models.word2vec.actor
- Class org.deeplearning4j.models.word2vec.actor.SentenceMessage extends Object implements Serializable
  
  serialVersionUID:
  
  -8132989189483837222L
  - Serialized Fields
    - sentence
```
String sentence
```
    - changed
```
AtomicLong changed
```
- Class org.deeplearning4j.models.word2vec.actor.SkipGramMessage extends Object implements Serializable
  - Serialized Fields
    - i
```
int i
```
    - b
```
int b
```
    - sentence
```
List<E> sentence
```
- Class org.deeplearning4j.models.word2vec.actor.VocabMessage extends Object implements Serializable
  
  serialVersionUID:
  
  -6474030463892664765L
  - Serialized Fields
    - tokens
```
List<E> tokens
```
    - changeTracker
```
AtomicLong changeTracker
```
Package org.deeplearning4j.models.word2vec.iterator
- Class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher extends Object implements Serializable
  
  serialVersionUID:
  
  3245955804749769475L
  - Serialized Fields
    - vec
```
Word2Vec vec
```
    - labels
```
List<E> labels
```
    - batch
```
int batch
```
    - cache
```
List<E> cache
```
    - totalExamples
```
int totalExamples
```
    - path
```
String path
```
- Class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator extends Object implements Serializable
  - Serialized Fields
    - vec
```
Word2Vec vec
```
    - iter
```
LabelAwareSentenceIterator iter
```
    - cachedWindow
```
List<E> cachedWindow
```
    - labels
```
List<E> labels
```
    - homogenization
```
boolean homogenization
```
    - addLabels
```
boolean addLabels
```
    - batch
```
int batch
```
    - curr
```
org.nd4j.linalg.dataset.DataSet curr
```
    - preProcessor
```
DataSetPreProcessor preProcessor
```
Package org.deeplearning4j.models.word2vec.wordstore
Package org.deeplearning4j.models.word2vec.wordstore.inmemory
- Class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache extends Object implements Serializable
  - Serialized Fields
    - wordIndex
```
Index wordIndex
```
    - wordFrequencies
```
Counter<E> wordFrequencies
```
    - docFrequencies
```
Counter<E> docFrequencies
```
    - vocabs
```
Map<K,V> vocabs
```
    - tokens
```
Map<K,V> tokens
```
    - totalWordOccurrences
```
AtomicLong totalWordOccurrences
```
    - numDocs
```
int numDocs
```
Package org.deeplearning4j.plot.dropwizard
- Class org.deeplearning4j.plot.dropwizard.ApiResource extends io.dropwizard.Application<ApiConfiguration> implements Serializable
  - Serialized Fields
    - coords
```
List<E> coords
```
Package org.deeplearning4j.scaleout.perform.models.glove
- Class org.deeplearning4j.scaleout.perform.models.glove.GloveJobAggregator extends Object implements Serializable
  - Serialized Fields
    - work
```
List<E> work
```
- Class org.deeplearning4j.scaleout.perform.models.glove.GloveResult extends Object implements Serializable
  - Serialized Fields
    - syn0Change
```
Map<K,V> syn0Change
```
- Class org.deeplearning4j.scaleout.perform.models.glove.GloveWork extends Object implements Serializable
  - Serialized Fields
    - vectors
```
Map<K,V> vectors
```
    - coOccurrences
```
List<E> coOccurrences
```
    - indexes
```
Map<K,V> indexes
```
    - originalVectors
```
Map<K,V> originalVectors
```
    - biases
```
Map<K,V> biases
```
    - adaGrads
```
Map<K,V> adaGrads
```
    - biasAdaGrads
```
Map<K,V> biasAdaGrads
```
Package org.deeplearning4j.scaleout.perform.models.word2vec
- Class org.deeplearning4j.scaleout.perform.models.word2vec.Word2VecJobAggregator extends Object implements Serializable
  - Serialized Fields
    - work
```
List<E> work
```
- Class org.deeplearning4j.scaleout.perform.models.word2vec.Word2VecResult extends Object implements Serializable
  - Serialized Fields
    - syn0Change
```
Map<K,V> syn0Change
```
    - syn1Change
```
Map<K,V> syn1Change
```
    - negativeChange
```
Map<K,V> negativeChange
```
- Class org.deeplearning4j.scaleout.perform.models.word2vec.Word2VecWork extends Object implements Serializable
  - Serialized Fields
    - vectors
```
Map<K,V> vectors
```
    - negativeVectors
```
Map<K,V> negativeVectors
```
    - sentences
```
List<E> sentences
```
    - indexes
```
Map<K,V> indexes
```
    - originalVectors
```
Map<K,V> originalVectors
```
    - originalSyn1Vectors
```
Map<K,V> originalSyn1Vectors
```
    - originalNegative
```
Map<K,V> originalNegative
```
    - syn1Vectors
```
Map<K,V> syn1Vectors
```
Package org.deeplearning4j.scaleout.perform.text
- Class org.deeplearning4j.scaleout.perform.text.WordCountJobAggregator extends Object implements Serializable
  - Serialized Fields
    - vocabCache
```
VocabCache vocabCache
```
    - minWordFrequency
```
int minWordFrequency
```
Package org.deeplearning4j.scaleout.perform.text.result
- Class org.deeplearning4j.scaleout.perform.text.result.SentenceResult extends Object implements Serializable
Package org.deeplearning4j.text.corpora.sentiwordnet
- Class org.deeplearning4j.text.corpora.sentiwordnet.SWN3 extends Object implements Serializable
  
  serialVersionUID:
  
  -2614454572930777658L
  - Serialized Fields
    - _dict
```
HashMap<K,V> _dict
```
    - negationWords
```
Set<E> negationWords
```
    - analysisEngine
```
org.apache.uima.analysis_engine.AnalysisEngine analysisEngine
```
Package org.deeplearning4j.text.documentiterator
- Class org.deeplearning4j.text.documentiterator.FileDocumentIterator extends Object implements Serializable
  - Serialized Fields
    - iter
```
Iterator<E> iter
```
    - lineIterator
```
org.apache.commons.io.LineIterator lineIterator
```
    - rootDir
```
File rootDir
```
Package org.deeplearning4j.text.invertedindex
- Class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex extends Object implements Serializable
  - Serialized Fields
    - vocabCache
```
VocabCache vocabCache
```
    - numDocs
```
int numDocs
```
    - words
```
List<E> words
```
    - cache
```
boolean cache
```
    - indexBeingCreated
```
AtomicBoolean indexBeingCreated
```
    - readerClosed
```
AtomicBoolean readerClosed
```
    - totalWords
```
AtomicInteger totalWords
```
    - batchSize
```
int batchSize
```
    - miniBatches
```
List<E> miniBatches
```
    - currMiniBatch
```
List<E> currMiniBatch
```
    - sample
```
double sample
```
    - nextRandom
```
AtomicLong nextRandom
```
    - indexPath
```
String indexPath
```
    - miniBatchDocs
```
Queue<E> miniBatchDocs
```
    - miniBatchGoing
```
AtomicBoolean miniBatchGoing
```
    - miniBatch
```
boolean miniBatch
```
Package org.deeplearning4j.text.movingwindow
- Class org.deeplearning4j.text.movingwindow.Window extends Object implements Serializable
  
  serialVersionUID:
  
  6359906393699230579L
  - Serialized Fields
    - words
```
List<E> words
```
    - label
```
String label
```
    - beginLabel
```
boolean beginLabel
```
    - endLabel
```
boolean endLabel
```
    - windowSize
```
int windowSize
```
    - median
```
int median
```
    - begin
```
int begin
```
    - end
```
int end
```

Serialized Form

Package org.deeplearning4j.bagofwords.vectorizer

Class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer extends BaseTextVectorizer implements Serializable

Class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer extends Object implements Serializable

Serialized Fields

stopWords

minWordFrequency

labels

numWordsEncountered

index

batchSize

sample

stem

cleanup

Class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator extends Object implements Serializable

Serialized Fields

iter

Class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer extends BaseTextVectorizer implements Serializable

Package org.deeplearning4j.datasets.iterator

Class org.deeplearning4j.datasets.iterator.BaseDatasetIterator extends Object implements Serializable

Serialized Fields

batch

numExamples

fetcher

preProcessor

Class org.deeplearning4j.datasets.iterator.CSVDataSetIterator extends BaseDatasetIterator implements Serializable

Class org.deeplearning4j.datasets.iterator.CurvesDataSetIterator extends BaseDatasetIterator implements Serializable

Class org.deeplearning4j.datasets.iterator.MovingWindowBaseDataSetIterator extends BaseDatasetIterator implements Serializable

Class org.deeplearning4j.datasets.iterator.MultipleEpochsIterator extends Object implements Serializable

Serialized Fields

numPasses

batch

iter

passes

preProcessor

Class org.deeplearning4j.datasets.iterator.ReconstructionDataSetIterator extends Object implements Serializable

Serialized Fields

iter

preProcessor

Class org.deeplearning4j.datasets.iterator.ReutersNewsGroupsDataSetIterator extends BaseDatasetIterator implements Serializable

Class org.deeplearning4j.datasets.iterator.SamplingDataSetIterator extends Object implements Serializable

Serialized Fields

sampleFrom

batchSize

totalNumberSamples

numTimesSampled

preProcessor

Package org.deeplearning4j.datasets.loader

Class org.deeplearning4j.datasets.loader.ReutersNewsGroupsLoader extends BaseDataFetcher implements Serializable

Serialized Fields

textVectorizer

tfidf

reutersRootDir

load

Package org.deeplearning4j.models.embeddings

Package org.deeplearning4j.models.embeddings.inmemory

Class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable extends Object implements Serializable

Serialized Fields

syn0

syn1

vectorLength

lr

expTable

seed

table

syn1Neg

useAdaGrad

negative

vocab

codes

Package org.deeplearning4j.models.embeddings.wordvectors

Class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl extends Object implements Serializable

Serialized Fields

minWordFrequency

lookupTable

vocab

layerSize

stopWords

Package org.deeplearning4j.models.glove

Class org.deeplearning4j.models.glove.CoOccurrences extends Object implements Serializable