Serialized Form (deeplearning4j-nlp 1.0.0-M2.1 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
    - isParallel
      
      boolean isParallel
    - labelsSource
      
      LabelsSource labelsSource
    - minWordFrequency
      
      int minWordFrequency
    - stopWords
      
      Collection<String> stopWords
    - vocabCache
      
      VocabCache<VocabWord> vocabCache
- 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

appendToken
```
String appendToken
```

featureArrays

BertIterator.FeatureArrays featureArrays

lengthHandling

BertIterator.LengthHandling lengthHandling

masker
```
BertSequenceMasker masker
```
maskToken
```
String maskToken
```
maxTokens
```
int maxTokens
```
minibatchSize
```
int minibatchSize
```
padMinibatches
```
boolean padMinibatches
```
prependToken
```
String prependToken
```

preProcessor

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

sentencePairProvider

LabeledPairSentenceProvider sentencePairProvider

sentenceProvider

LabeledSentenceProvider sentenceProvider

task
```
BertIterator.Task task
```
tokenizerFactory
```
TokenizerFactory tokenizerFactory
```

unsupervisedLabelFormat

BertIterator.UnsupervisedLabelFormat unsupervisedLabelFormat

vocabKeysAsList
```
List<String> vocabKeysAsList
```
vocabMap
```
Map<String,Integer> vocabMap
```

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

Serialized Fields

cursor
```
int cursor
```

dataSetPreProcessor

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

format

CnnSentenceDataSetIterator.Format format

labelClassMap
```
Map<String,Integer> labelClassMap
```
maxSentenceLength
```
int maxSentenceLength
```
minibatchSize
```
int minibatchSize
```
numClasses
```
int numClasses
```

preLoadedTokens

org.nd4j.common.primitives.Pair<List<String>,String> preLoadedTokens

sentenceProvider

LabeledSentenceProvider sentenceProvider

sentencesAlongHeight
```
boolean sentencesAlongHeight
```
tokenizerFactory
```
TokenizerFactory tokenizerFactory
```

unknown

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

unknownWordHandling

CnnSentenceDataSetIterator.UnknownWordHandling unknownWordHandling

useNormalizedWordVectors
```
boolean useNormalizedWordVectors
```
wordVectors
```
WordVectors wordVectors
```
wordVectorSize
```
int wordVectorSize
```

Package org.deeplearning4j.models.embeddings

Package org.deeplearning4j.models.embeddings.inmemory

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

Serialized Fields

adaGrad

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

codes

Map<Integer,org.nd4j.linalg.api.ndarray.INDArray> codes

expTable
```
double[] expTable
```

lr

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

negative
```
double negative
```
seed
```
long seed
```

syn0

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

syn1

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

syn1Neg

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

table

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

tableId
```
Long tableId
```
useAdaGrad
```
boolean useAdaGrad
```
useHS
```
boolean useHS
```
vectorLength
```
int vectorLength
```

vocab

VocabCache<T extends SequenceElement> vocab

Package org.deeplearning4j.models.embeddings.loader

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

Serialized Fields

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

Package org.deeplearning4j.models.embeddings.wordvectors

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

serialVersionUID:: 78249242142L

Serialized Fields

batchSize
```
int batchSize
```
initDone
```
boolean initDone
```
layerSize
```
int layerSize
```

learningRate

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

learningRateDecayWords
```
int learningRateDecayWords
```

lookupTable

WeightLookupTable<T extends SequenceElement> lookupTable

minLearningRate
```
double minLearningRate
```
minWordFrequency
```
int minWordFrequency
```
negative
```
double negative
```
numEpochs
```
int numEpochs
```
numIterations
```
int numIterations
```
resetModel
```
boolean resetModel
```
sampling
```
double sampling
```
seed
```
long seed
```
stopWords
```
Collection<String> stopWords
```
trainElementsVectors
```
boolean trainElementsVectors
```
trainSequenceVectors
```
boolean trainSequenceVectors
```
UNK
```
String UNK
```
useAdeGrad
```
boolean useAdeGrad
```
useUnknown
```
boolean useUnknown
```
variableWindows
```
int[] variableWindows
```

vocab

VocabCache<T extends SequenceElement> vocab

window
```
int window
```
workers
```
int workers
```

Package org.deeplearning4j.models.fasttext

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

Serialized Fields

analogies
```
boolean analogies
```
bucket
```
int bucket
```
cbow
```
boolean cbow
```
contextWindowSize
```
int contextWindowSize
```
cutOff
```
int cutOff
```
dim
```
int dim
```
dsub
```
int dsub
```
epochs
```
int epochs
```
inputFile
```
String inputFile
```
iterator
```
SentenceIterator iterator
```
labelPrefix
```
String labelPrefix
```
learningRate
```
double learningRate
```
learningRateUpdate
```
double learningRateUpdate
```
lossName
```
String lossName
```
maxNgramLength
```
int maxNgramLength
```
minCount
```
int minCount
```
minCountLabel
```
int minCountLabel
```
minNgramLength
```
int minNgramLength
```
modelLoaded
```
boolean modelLoaded
```
modelName
```
String modelName
```
modelVectorsLoaded
```
boolean modelVectorsLoaded
```
negativeSamples
```
int negativeSamples
```
nn
```
boolean nn
```
numThreads
```
int numThreads
```
outputFile
```
String outputFile
```
predict
```
boolean predict
```
predict_prob
```
boolean predict_prob
```
pretrainedVectorsFile
```
String pretrainedVectorsFile
```
qnorm
```
boolean qnorm
```
qout
```
boolean qout
```
quantize
```
boolean quantize
```
retrain
```
boolean retrain
```
samplingThreshold
```
int samplingThreshold
```
saveOutput
```
boolean saveOutput
```
skipgram
```
boolean skipgram
```
supervised
```
boolean supervised
```
vocabCache
```
VocabCache vocabCache
```
wordNgrams
```
int wordNgrams
```
words
```
List<String> 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
    - labelsList
      
      List<VocabWord> labelsList
    - labelsMatrix
      
      org.nd4j.linalg.api.ndarray.INDArray labelsMatrix
    - labelsSource
      
      LabelsSource labelsSource
    - 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
    - batchSequences
      
      BatchSequences<T extends SequenceElement> batchSequences
    - configuration
      
      VectorsConfiguration configuration
    - enableScavenger
      
      boolean enableScavenger
    - vocabLimit
      
      int vocabLimit
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<T extends SequenceElement> elements
    - elementsMap
      
      Map<String,T extends SequenceElement> elementsMap
    - hash
      
      int hash
    - hashCached
      
      boolean hashCached
    - label
      
      T extends SequenceElement label
    - labels
      
      List<T extends SequenceElement> labels
    - sequenceId
      
      int sequenceId
- Class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement extends Object implements Serializable
  
  serialVersionUID:
  
  2223750736522624732L
  - Serialized Fields
    - codeLength
      
      short codeLength
    - codes
      
      List<Byte> codes
    - elementFrequency
      
      org.nd4j.shade.guava.util.concurrent.AtomicDouble elementFrequency
    - index
      
      int index
    - init
      
      boolean init
    - isLabel
      
      boolean isLabel
    - isLocked
      
      boolean isLocked
    - points
      
      List<Integer> points
    - sequencesCount
      
      AtomicLong sequencesCount
    - special
      
      boolean special
    - storageId
      
      Long storageId
- 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
    - cachePerDevice
      
      long cachePerDevice
    - cacheWrtDevice
      
      List<Map<Integer,org.nd4j.linalg.api.ndarray.INDArray>> cacheWrtDevice
    - storage
      
      org.nd4j.linalg.compression.AbstractStorage<Integer> storage
    - unk
      
      String unk
    - vocabCache
      
      VocabCache<VocabWord> vocabCache
- Class org.deeplearning4j.models.word2vec.StreamWork extends Object implements Serializable
  - Serialized Fields
    - count
      
      AtomicInteger count
    - is
      
      InputStreamCreator is
- Class org.deeplearning4j.models.word2vec.VocabWord extends SequenceElement implements Serializable
  
  serialVersionUID:
  
  2223750736522624256L
  - Serialized Fields
    - affinityId
      
      Long affinityId
    - vocabId
      
      Long vocabId
    - word
      
      String word
- Class org.deeplearning4j.models.word2vec.VocabWork extends Object implements Serializable
  - Serialized Fields
    - count
      
      AtomicInteger count
    - label
      
      List<String> label
    - stem
      
      boolean stem
    - work
      
      String work
- 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.Word2VecDataSetIterator extends Object implements Serializable
  - Serialized Fields
    - batch
      
      int batch
    - cachedWindow
      
      List<Window> cachedWindow
    - iter
      
      LabelAwareSentenceIterator iter
    - labels
      
      List<String> labels
    - preProcessor
      
      org.nd4j.linalg.dataset.api.DataSetPreProcessor preProcessor
    - vec
      
      Word2Vec vec
Package org.deeplearning4j.models.word2vec.wordstore
- Class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder extends Object implements Serializable
  - Serialized Fields
    - hugeModelExpected
      
      boolean hugeModelExpected
    - logger
      
      org.slf4j.Logger logger
    - minWordFrequency
      
      int minWordFrequency
    - retentionDelay
      
      int retentionDelay
    - scavengerThreshold
      
      int scavengerThreshold
    - totalWordCount
      
      AtomicInteger totalWordCount
    - totalWordOccurrences
      
      long totalWordOccurrences
    - vocabCache
      
      VocabCache vocabCache
    - vocabulary
      
      Map<String,VocabularyWord> vocabulary
- Class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord extends Object implements Serializable
  - Serialized Fields
    - count
      
      int count
    - historicalGradient
      
      double[] historicalGradient
    - special
      
      boolean special
    - syn0
      
      double[] syn0
    - syn1
      
      double[] syn1
    - syn1Neg
      
      double[] syn1Neg
    - word
      
      @NonNull String word
Package org.deeplearning4j.models.word2vec.wordstore.inmemory
- Class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache extends Object implements Serializable
  - Serialized Fields
    - documentsCounter
      
      AtomicLong documentsCounter
    - extendedVocabulary
      
      Map<String,T extends SequenceElement> extendedVocabulary
    - hugeModelExpected
      
      boolean hugeModelExpected
    - idxMap
      
      Map<Integer,T extends SequenceElement> idxMap
    - minWordFrequency
      
      int minWordFrequency
    - retentionDelay
      
      int retentionDelay
    - scavengerThreshold
      
      int scavengerThreshold
    - stopWords
      
      List<String> stopWords
    - totalWordCount
      
      AtomicLong totalWordCount
    - vocabulary
      
      ConcurrentMap<Long,T extends SequenceElement> vocabulary
- Class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache extends Object implements Serializable
  - Serialized Fields
    - docFrequencies
      
      org.nd4j.common.primitives.Counter<String> docFrequencies
      
      Deprecated.
    - numDocs
      
      int numDocs
      
      Deprecated.
    - tokens
      
      Map<String,VocabWord> tokens
      
      Deprecated.
    - totalWordOccurrences
      
      AtomicLong totalWordOccurrences
      
      Deprecated.
    - vocabs
      
      Map<String,VocabWord> vocabs
      
      Deprecated.
    - wordFrequencies
      
      org.nd4j.common.primitives.Counter<String> wordFrequencies
      
      Deprecated.
    - wordIndex
      
      org.nd4j.common.util.Index wordIndex
      
      Deprecated.
Package org.deeplearning4j.text.documentiterator
- Class org.deeplearning4j.text.documentiterator.FileDocumentIterator extends Object implements Serializable
  - Serialized Fields
    - iter
      
      Iterator<File> 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
    - labels
      
      List<String> labels
    - maxCount
      
      long maxCount
    - template
      
      String template
    - uniq
      
      Set<String> uniq
    - useFormatter
      
      boolean useFormatter
Package org.deeplearning4j.text.invertedindex
Package org.deeplearning4j.text.movingwindow
- Class org.deeplearning4j.text.movingwindow.Window extends Object implements Serializable
  
  serialVersionUID:
  
  6359906393699230579L
  - Serialized Fields
    - begin
      
      int begin
    - beginLabel
      
      boolean beginLabel
    - end
      
      int end
    - endLabel
      
      boolean endLabel
    - label
      
      String label
    - median
      
      int median
    - windowSize
      
      int windowSize
    - words
      
      List<String> words
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

isParallel

labelsSource

minWordFrequency

stopWords

vocabCache

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

appendToken

featureArrays

lengthHandling

masker

maskToken

maxTokens

minibatchSize

padMinibatches

prependToken

preProcessor

sentencePairProvider

sentenceProvider

task

tokenizerFactory

unsupervisedLabelFormat

vocabKeysAsList

vocabMap

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

Serialized Fields

cursor

dataSetPreProcessor

format

labelClassMap

maxSentenceLength

minibatchSize

numClasses

preLoadedTokens

sentenceProvider

sentencesAlongHeight

tokenizerFactory

unknown

unknownWordHandling

useNormalizedWordVectors

wordVectors

wordVectorSize

Package org.deeplearning4j.models.embeddings

Package org.deeplearning4j.models.embeddings.inmemory

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

Serialized Fields

adaGrad

codes

expTable

lr

negative

seed

syn0

syn1

syn1Neg

table

tableId

useAdaGrad

useHS

vectorLength

vocab

Package org.deeplearning4j.models.embeddings.loader

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

Serialized Fields

allowParallelTokenization

batchSize

elementsLearningAlgorithm

epochs

hugeModelExpected

iterations