Serialized Form (deeplearning4j-nlp 1.0.0-M1 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
    - minWordFrequency
```
int minWordFrequency
```
    - vocabCache
```
VocabCache<T extends SequenceElement> vocabCache
```
    - labelsSource
```
LabelsSource labelsSource
```
    - stopWords
```
Collection<E> stopWords
```
    - isParallel
```
boolean isParallel
```
- 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.iterator

Class org.deeplearning4j.iterator.BertIterator extends Object implements Serializable

Serialized Fields

task
```
BertIterator.Task task
```
tokenizerFactory
```
TokenizerFactory tokenizerFactory
```
maxTokens
```
int maxTokens
```
minibatchSize
```
int minibatchSize
```
padMinibatches
```
boolean padMinibatches
```

preProcessor

org.nd4j.linalg.dataset.api.MultiDataSetPreProcessor preProcessor

sentenceProvider

LabeledSentenceProvider sentenceProvider

sentencePairProvider

LabeledPairSentenceProvider sentencePairProvider

lengthHandling

BertIterator.LengthHandling lengthHandling

featureArrays

BertIterator.FeatureArrays featureArrays

vocabMap
```
Map<K,V> vocabMap
```
masker
```
BertSequenceMasker masker
```

unsupervisedLabelFormat

BertIterator.UnsupervisedLabelFormat unsupervisedLabelFormat

maskToken
```
String maskToken
```
prependToken
```
String prependToken
```
appendToken
```
String appendToken
```
vocabKeysAsList
```
List<E> vocabKeysAsList
```

Class org.deeplearning4j.iterator.CnnSentenceDataSetIterator extends Object implements Serializable

Serialized Fields

format

CnnSentenceDataSetIterator.Format format

sentenceProvider

LabeledSentenceProvider sentenceProvider

wordVectors
```
WordVectors wordVectors
```
tokenizerFactory
```
TokenizerFactory tokenizerFactory
```

unknownWordHandling

CnnSentenceDataSetIterator.UnknownWordHandling unknownWordHandling

useNormalizedWordVectors
```
boolean useNormalizedWordVectors
```
minibatchSize
```
int minibatchSize
```
maxSentenceLength
```
int maxSentenceLength
```
sentencesAlongHeight
```
boolean sentencesAlongHeight
```

dataSetPreProcessor

org.nd4j.linalg.dataset.api.DataSetPreProcessor dataSetPreProcessor

wordVectorSize
```
int wordVectorSize
```
numClasses
```
int numClasses
```
labelClassMap
```
Map<K,V> labelClassMap
```

unknown

org.nd4j.linalg.api.ndarray.INDArray unknown

cursor
```
int cursor
```

preLoadedTokens

org.nd4j.common.primitives.Pair<K,V> preLoadedTokens

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

org.nd4j.shade.guava.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
```
useHS
```
boolean useHS
```

vocab

VocabCache<T extends SequenceElement> vocab

codes
```
Map<K,V> codes
```

adaGrad

org.nd4j.linalg.learning.legacy.AdaGrad adaGrad

tableId
```
Long tableId
```

Package org.deeplearning4j.models.embeddings.loader

Class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration extends Object implements Serializable

Serialized Fields

minWordFrequency
```
int minWordFrequency
```
learningRate
```
double learningRate
```
minLearningRate
```
double minLearningRate
```
layersSize
```
int layersSize
```
useAdaGrad
```
boolean useAdaGrad
```
batchSize
```
int batchSize
```
iterations
```
int iterations
```
epochs
```
int epochs
```
window
```
int window
```
seed
```
long seed
```
negative
```
double negative
```
useHierarchicSoftmax
```
boolean useHierarchicSoftmax
```
sampling
```
double sampling
```
learningRateDecayWords
```
int learningRateDecayWords
```
variableWindows
```
int[] variableWindows
```
hugeModelExpected
```
boolean hugeModelExpected
```
useUnknown
```
boolean useUnknown
```
scavengerActivationThreshold
```
int scavengerActivationThreshold
```
scavengerRetentionDelay
```
int scavengerRetentionDelay
```
elementsLearningAlgorithm
```
String elementsLearningAlgorithm
```
sequenceLearningAlgorithm
```
String sequenceLearningAlgorithm
```
modelUtils
```
String modelUtils
```
tokenizerFactory
```
String tokenizerFactory
```
tokenPreProcessor
```
String tokenPreProcessor
```
nGram
```
int nGram
```
UNK
```
String UNK
```
STOP
```
String STOP
```
stopList
```
Collection<E> stopList
```
vocabSize
```
int vocabSize
```
trainElementsVectors
```
boolean trainElementsVectors
```
trainSequenceVectors
```
boolean trainSequenceVectors
```
allowParallelTokenization
```
boolean allowParallelTokenization
```
preciseWeightInit
```
boolean preciseWeightInit
```
preciseMode
```
boolean preciseMode
```

Package org.deeplearning4j.models.embeddings.wordvectors

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

serialVersionUID:: 78249242142L

Serialized Fields

minWordFrequency
```
int minWordFrequency
```

lookupTable

WeightLookupTable<T extends SequenceElement> lookupTable

vocab

VocabCache<T extends SequenceElement> vocab

layerSize
```
int layerSize
```
initDone
```
boolean initDone
```
numIterations
```
int numIterations
```
numEpochs
```
int numEpochs
```
negative
```
double negative
```
sampling
```
double sampling
```

learningRate

org.nd4j.shade.guava.util.concurrent.AtomicDouble learningRate

minLearningRate
```
double minLearningRate
```
window
```
int window
```
batchSize
```
int batchSize
```
learningRateDecayWords
```
int learningRateDecayWords
```
resetModel
```
boolean resetModel
```
useAdeGrad
```
boolean useAdeGrad
```
workers
```
int workers
```
trainSequenceVectors
```
boolean trainSequenceVectors
```
trainElementsVectors
```
boolean trainElementsVectors
```
seed
```
long seed
```
useUnknown
```
boolean useUnknown
```
variableWindows
```
int[] variableWindows
```
UNK
```
String UNK
```
stopWords
```
Collection<E> stopWords
```

Package org.deeplearning4j.models.fasttext

Class org.deeplearning4j.models.fasttext.FastText extends Object implements Serializable

Serialized Fields

inputFile
```
String inputFile
```
outputFile
```
String outputFile
```
bucket
```
int bucket
```
minCount
```
int minCount
```
minCountLabel
```
int minCountLabel
```
wordNgrams
```
int wordNgrams
```
minNgramLength
```
int minNgramLength
```
maxNgramLength
```
int maxNgramLength
```
samplingThreshold
```
int samplingThreshold
```
labelPrefix
```
String labelPrefix
```
supervised
```
boolean supervised
```
quantize
```
boolean quantize
```
predict
```
boolean predict
```
predict_prob
```
boolean predict_prob
```
skipgram
```
boolean skipgram
```
cbow
```
boolean cbow
```
nn
```
boolean nn
```
analogies
```
boolean analogies
```
pretrainedVectorsFile
```
String pretrainedVectorsFile
```
learningRate
```
double learningRate
```
learningRateUpdate
```
double learningRateUpdate
```
dim
```
int dim
```
contextWindowSize
```
int contextWindowSize
```
epochs
```
int epochs
```
modelName
```
String modelName
```
lossName
```
String lossName
```
negativeSamples
```
int negativeSamples
```
numThreads
```
int numThreads
```
saveOutput
```
boolean saveOutput
```
cutOff
```
int cutOff
```
retrain
```
boolean retrain
```
qnorm
```
boolean qnorm
```
qout
```
boolean qout
```
dsub
```
int dsub
```
iterator
```
SentenceIterator iterator
```
modelLoaded
```
boolean modelLoaded
```
modelVectorsLoaded
```
boolean modelVectorsLoaded
```

vocabCache

VocabCache<T extends SequenceElement> vocabCache

words
```
List<E> words
```

Package org.deeplearning4j.models.node2vec
- Class org.deeplearning4j.models.node2vec.Node2Vec extends SequenceVectors<V extends SequenceElement> implements Serializable
Package org.deeplearning4j.models.paragraphvectors
- Class org.deeplearning4j.models.paragraphvectors.ParagraphVectors extends Word2Vec implements Serializable
  
  serialVersionUID:
  
  78249242142L
  - Serialized Fields
    - labelsSource
```
LabelsSource labelsSource
```
    - labelsMatrix
```
org.nd4j.linalg.api.ndarray.INDArray labelsMatrix
```
    - labelsList
```
List<E> labelsList
```
    - normalizedLabels
```
boolean normalizedLabels
```
Package org.deeplearning4j.models.sequencevectors
- Class org.deeplearning4j.models.sequencevectors.SequenceVectors extends WordVectorsImpl<T extends SequenceElement> implements Serializable
  
  serialVersionUID:
  
  78249242142L
  - Serialized Fields
    - configuration
```
VectorsConfiguration configuration
```
    - enableScavenger
```
boolean enableScavenger
```
    - vocabLimit
```
int vocabLimit
```
    - batchSequences
```
BatchSequences<T extends SequenceElement> batchSequences
```
Package org.deeplearning4j.models.sequencevectors.graph.exception
- Class org.deeplearning4j.models.sequencevectors.graph.exception.NoEdgesException extends RuntimeException implements Serializable
- Class org.deeplearning4j.models.sequencevectors.graph.exception.ParseException extends RuntimeException implements Serializable
Package org.deeplearning4j.models.sequencevectors.sequence
- Class org.deeplearning4j.models.sequencevectors.sequence.Sequence extends Object implements Serializable
  
  serialVersionUID:
  
  2223750736522624735L
  - Serialized Fields
    - elements
```
List<E> elements
```
    - elementsMap
```
Map<K,V> elementsMap
```
    - labels
```
List<E> labels
```
    - label
```
SequenceElement label
```
    - hash
```
int hash
```
    - hashCached
```
boolean hashCached
```
    - sequenceId
```
int sequenceId
```
- Class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement extends Object implements Serializable
  
  serialVersionUID:
  
  2223750736522624732L
  - Serialized Fields
    - elementFrequency
```
org.nd4j.shade.guava.util.concurrent.AtomicDouble elementFrequency
```
    - index
```
int index
```
    - codes
```
List<E> codes
```
    - points
```
List<E> points
```
    - codeLength
```
short codeLength
```
    - special
```
boolean special
```
    - isLabel
```
boolean isLabel
```
    - sequencesCount
```
AtomicLong sequencesCount
```
    - init
```
boolean init
```
    - storageId
```
Long storageId
```
    - isLocked
```
boolean isLocked
```
- Class org.deeplearning4j.models.sequencevectors.sequence.ShallowSequenceElement extends SequenceElement implements Serializable
Package org.deeplearning4j.models.word2vec
- Class org.deeplearning4j.models.word2vec.StaticWord2Vec extends Object implements Serializable
  - Serialized Fields
    - cacheWrtDevice
```
List<E> cacheWrtDevice
```
    - storage
```
org.nd4j.linalg.compression.AbstractStorage<T> storage
```
    - cachePerDevice
```
long cachePerDevice
```
    - vocabCache
```
VocabCache<T extends SequenceElement> vocabCache
```
    - unk
```
String unk
```
- 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 SequenceElement implements Serializable
  
  serialVersionUID:
  
  2223750736522624256L
  - Serialized Fields
    - word
```
String word
```
    - vocabId
```
Long vocabId
```
    - affinityId
```
Long affinityId
```
- 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 SequenceVectors<VocabWord> implements Serializable
  
  serialVersionUID:
  
  78249242142L
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
```
    - batch
```
int batch
```
    - preProcessor
```
org.nd4j.linalg.dataset.api.DataSetPreProcessor preProcessor
```
Package org.deeplearning4j.models.word2vec.wordstore
- Class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder extends Object implements Serializable
  - Serialized Fields
    - vocabulary
```
Map<K,V> vocabulary
```
    - minWordFrequency
```
int minWordFrequency
```
    - hugeModelExpected
```
boolean hugeModelExpected
```
    - retentionDelay
```
int retentionDelay
```
    - vocabCache
```
VocabCache<T extends SequenceElement> vocabCache
```
    - scavengerThreshold
```
int scavengerThreshold
```
    - totalWordOccurrences
```
long totalWordOccurrences
```
    - totalWordCount
```
AtomicInteger totalWordCount
```
    - logger
```
org.slf4j.Logger logger
```
- Class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord extends Object implements Serializable
  - Serialized Fields
    - word
```
String word
```
    - count
```
int count
```
    - syn0
```
double[] syn0
```
    - syn1
```
double[] syn1
```
    - syn1Neg
```
double[] syn1Neg
```
    - historicalGradient
```
double[] historicalGradient
```
    - special
```
boolean special
```
Package org.deeplearning4j.models.word2vec.wordstore.inmemory
- Class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache extends Object implements Serializable
  - Serialized Fields
    - vocabulary
```
ConcurrentMap<K,V> vocabulary
```
    - extendedVocabulary
```
Map<K,V> extendedVocabulary
```
    - idxMap
```
Map<K,V> idxMap
```
    - documentsCounter
```
AtomicLong documentsCounter
```
    - minWordFrequency
```
int minWordFrequency
```
    - hugeModelExpected
```
boolean hugeModelExpected
```
    - stopWords
```
List<E> stopWords
```
    - scavengerThreshold
```
int scavengerThreshold
```
    - retentionDelay
```
int retentionDelay
```
    - totalWordCount
```
AtomicLong totalWordCount
```
- Class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache extends Object implements Serializable
  - Serialized Fields
    - wordIndex
```
org.nd4j.common.util.Index wordIndex
```
      Deprecated.
    - wordFrequencies
```
org.nd4j.common.primitives.Counter<T> wordFrequencies
```
      Deprecated.
    - docFrequencies
```
org.nd4j.common.primitives.Counter<T> docFrequencies
```
      Deprecated.
    - vocabs
```
Map<K,V> vocabs
```
      Deprecated.
    - tokens
```
Map<K,V> tokens
```
      Deprecated.
    - totalWordOccurrences
```
AtomicLong totalWordOccurrences
```
      Deprecated.
    - numDocs
```
int numDocs
```
      Deprecated.
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
```
- Class org.deeplearning4j.text.documentiterator.LabelsSource extends Object implements Serializable
  - Serialized Fields
    - counter
```
AtomicLong counter
```
    - template
```
String template
```
    - useFormatter
```
boolean useFormatter
```
    - labels
```
List<E> labels
```
    - maxCount
```
long maxCount
```
    - uniq
```
Set<E> uniq
```
Package org.deeplearning4j.text.invertedindex
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
```
Package org.deeplearning4j.text.sentenceiterator

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

minWordFrequency

vocabCache

labelsSource

stopWords

isParallel

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.iterator

Class org.deeplearning4j.iterator.BertIterator extends Object implements Serializable

Serialized Fields

task

tokenizerFactory

maxTokens

minibatchSize

padMinibatches

preProcessor

sentenceProvider

sentencePairProvider

lengthHandling

featureArrays

vocabMap

masker

unsupervisedLabelFormat

maskToken

prependToken

appendToken

vocabKeysAsList

Class org.deeplearning4j.iterator.CnnSentenceDataSetIterator extends Object implements Serializable

Serialized Fields

format

sentenceProvider

wordVectors

tokenizerFactory

unknownWordHandling

useNormalizedWordVectors

minibatchSize

maxSentenceLength

sentencesAlongHeight

dataSetPreProcessor

wordVectorSize

numClasses

labelClassMap

unknown

cursor

preLoadedTokens

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

useHS

vocab

codes

adaGrad

tableId

Package org.deeplearning4j.models.embeddings.loader

Class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration extends Object implements Serializable

Serialized Fields

minWordFrequency

learningRate

minLearningRate

layersSize

useAdaGrad

batchSize