Serialized Form (dl4j-spark-nlp 0.4-rc3.9 API)

Package org.deeplearning4j.spark.models.embeddings.common
- Class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction extends Object implements Serializable
  - Serialized Fields
    - fromIndex
```
int fromIndex
```
    - toIndex
```
int toIndex
```
    - from
```
String from
```
    - to
```
String to
```
- Class org.deeplearning4j.spark.models.embeddings.common.DotProduct extends BaseWord2VecFunction implements Serializable
- Class org.deeplearning4j.spark.models.embeddings.common.GetVector extends BaseWord2VecFunction implements Serializable
- Class org.deeplearning4j.spark.models.embeddings.common.SaxpyMap extends BaseWord2VecFunction implements Serializable
  - Serialized Fields
    - alpha
```
Number alpha
```
Package org.deeplearning4j.spark.models.embeddings.glove
- Class org.deeplearning4j.spark.models.embeddings.glove.Glove extends Object implements Serializable
  - Serialized Fields
    - vocabCacheBroadcast
```
org.apache.spark.broadcast.Broadcast<T> vocabCacheBroadcast
```
    - tokenizerFactoryClazz
```
String tokenizerFactoryClazz
```
    - symmetric
```
boolean symmetric
```
    - windowSize
```
int windowSize
```
    - iterations
```
int iterations
```
- Class org.deeplearning4j.spark.models.embeddings.glove.GloveChange extends Object implements Serializable
  - Serialized Fields
    - w1
```
VocabWord w1
```
    - w2
```
VocabWord w2
```
    - w1Update
```
org.nd4j.linalg.api.ndarray.INDArray w1Update
```
    - w2Update
```
org.nd4j.linalg.api.ndarray.INDArray w2Update
```
    - w1BiasUpdate
```
double w1BiasUpdate
```
    - w2BiasUpdate
```
double w2BiasUpdate
```
    - error
```
double error
```
    - w1History
```
org.nd4j.linalg.api.ndarray.INDArray w1History
```
    - w2History
```
org.nd4j.linalg.api.ndarray.INDArray w2History
```
    - w1BiasHistory
```
double w1BiasHistory
```
    - w2BiasHistory
```
double w2BiasHistory
```
- Class org.deeplearning4j.spark.models.embeddings.glove.GloveParam extends Object implements Serializable
  - Serialized Fields
    - vectorLength
```
int vectorLength
```
    - useAdaGrad
```
boolean useAdaGrad
```
    - lr
```
double lr
```
    - gen
```
org.nd4j.linalg.api.rng.Random gen
```
    - negative
```
double negative
```
    - xMax
```
double xMax
```
    - maxCount
```
double maxCount
```
    - coOccurrenceCounts
```
org.apache.spark.broadcast.Broadcast<T> coOccurrenceCounts
```
- Class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer extends Object implements Serializable
  - Serialized Fields
    - table
```
GloveWeightLookupTable<T extends SequenceElement> table
```
- Class org.deeplearning4j.spark.models.embeddings.glove.VocabWordPairs extends Object implements Serializable
  - Serialized Fields
    - vocab
```
org.apache.spark.broadcast.Broadcast<T> vocab
```
Package org.deeplearning4j.spark.models.embeddings.glove.cooccurrences
- Class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCalculator extends Object implements Serializable
  - Serialized Fields
    - symmetric
```
boolean symmetric
```
    - vocab
```
org.apache.spark.broadcast.Broadcast<T> vocab
```
    - windowSize
```
int windowSize
```
- Class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCounts extends Object implements Serializable
Package org.deeplearning4j.spark.models.embeddings.sequencevectors
- Class org.deeplearning4j.spark.models.embeddings.sequencevectors.SequenceVectors extends SequenceVectors<T extends SequenceElement> implements Serializable
Package org.deeplearning4j.spark.models.embeddings.word2vec
- Class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction extends Object implements Serializable
  - Serialized Fields
    - ithIteration
```
int ithIteration
```
    - vectorLength
```
int vectorLength
```
    - useAdaGrad
```
boolean useAdaGrad
```
    - batchSize
```
int batchSize
```
    - negative
```
double negative
```
    - window
```
int window
```
    - alpha
```
double alpha
```
    - minAlpha
```
double minAlpha
```
    - totalWordCount
```
long totalWordCount
```
    - seed
```
long seed
```
    - maxExp
```
int maxExp
```
    - expTable
```
double[] expTable
```
    - iterations
```
int iterations
```
    - indexSyn0VecMap
```
Map<K,V> indexSyn0VecMap
```
    - pointSyn1VecMap
```
Map<K,V> pointSyn1VecMap
```
    - nextRandom
```
AtomicLong nextRandom
```
    - vocab
```
VocabCache<T extends SequenceElement> vocab
```
    - negativeHolder
```
NegativeHolder negativeHolder
```
    - cid
```
AtomicLong cid
```
    - aff
```
AtomicLong aff
```
- Class org.deeplearning4j.spark.models.embeddings.word2vec.MapToPairFunction extends Object implements Serializable
- Class org.deeplearning4j.spark.models.embeddings.word2vec.NegativeHolder extends Object implements Serializable
  - Serialized Fields
    - syn1Neg
```
org.nd4j.linalg.api.ndarray.INDArray syn1Neg
```
    - table
```
org.nd4j.linalg.api.ndarray.INDArray table
```
- Class org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch extends Object implements Serializable
  - Serialized Fields
    - nextRandom
```
AtomicLong nextRandom
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2Vec extends WordVectorsImpl<VocabWord> implements Serializable
  - Serialized Fields
    - trainedSyn1
```
org.nd4j.linalg.api.ndarray.INDArray trainedSyn1
```
    - MAX_EXP
```
int MAX_EXP
```
    - expTable
```
double[] expTable
```
    - configuration
```
VectorsConfiguration configuration
```
    - nGrams
```
int nGrams
```
    - tokenizer
```
String tokenizer
```
    - tokenPreprocessor
```
String tokenPreprocessor
```
    - removeStop
```
boolean removeStop
```
    - seed
```
long seed
```
    - useUnknown
```
boolean useUnknown
```
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecChange extends Object implements Serializable
  - Serialized Fields
    - changes
```
Map<K,V> changes
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecFuncCall extends Object implements Serializable
  - Serialized Fields
    - param
```
org.apache.spark.broadcast.Broadcast<T> param
```
      Deprecated.
    - wordsSeen
```
Long wordsSeen
```
      Deprecated.
    - sentence
```
List<E> sentence
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecParam extends Object implements Serializable
  - Serialized Fields
    - useAdaGrad
```
boolean useAdaGrad
```
      Deprecated.
    - negative
```
double negative
```
      Deprecated.
    - numWords
```
int numWords
```
      Deprecated.
    - table
```
org.nd4j.linalg.api.ndarray.INDArray table
```
      Deprecated.
    - window
```
int window
```
      Deprecated.
    - nextRandom
```
AtomicLong nextRandom
```
      Deprecated.
    - alpha
```
double alpha
```
      Deprecated.
    - minAlpha
```
double minAlpha
```
      Deprecated.
    - totalWords
```
int totalWords
```
      Deprecated.
    - lastChecked
```
int lastChecked
```
      Deprecated.
    - wordCount
```
org.apache.spark.broadcast.Broadcast<T> wordCount
```
      Deprecated.
    - weights
```
InMemoryLookupTable<T extends SequenceElement> weights
```
      Deprecated.
    - vectorLength
```
int vectorLength
```
      Deprecated.
    - expTable
```
org.apache.spark.broadcast.Broadcast<T> expTable
```
      Deprecated.
    - wordsSeen
```
AtomicLong wordsSeen
```
      Deprecated.
    - lastWords
```
AtomicLong lastWords
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformer extends Object implements Serializable
  - Serialized Fields
    - useAdaGrad
```
boolean useAdaGrad
```
      Deprecated.
    - negative
```
double negative
```
      Deprecated.
    - numWords
```
int numWords
```
      Deprecated.
    - table
```
org.nd4j.linalg.api.ndarray.INDArray table
```
      Deprecated.
    - window
```
int window
```
      Deprecated.
    - nextRandom
```
AtomicLong nextRandom
```
      Deprecated.
    - alpha
```
double alpha
```
      Deprecated.
    - minAlpha
```
double minAlpha
```
      Deprecated.
    - totalWords
```
int totalWords
```
      Deprecated.
    - lastChecked
```
int lastChecked
```
      Deprecated.
    - wordCount
```
org.apache.spark.broadcast.Broadcast<T> wordCount
```
      Deprecated.
    - weights
```
InMemoryLookupTable<T extends SequenceElement> weights
```
      Deprecated.
    - expTable
```
double[] expTable
```
      Deprecated.
    - vectorLength
```
int vectorLength
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid extends Object implements Serializable
  - Serialized Fields
    - useAdaGrad
```
boolean useAdaGrad
```
      Deprecated.
    - negative
```
double negative
```
      Deprecated.
    - numWords
```
int numWords
```
      Deprecated.
    - table
```
org.nd4j.linalg.api.ndarray.INDArray table
```
      Deprecated.
    - window
```
int window
```
      Deprecated.
    - nextRandom
```
AtomicLong nextRandom
```
      Deprecated.
    - alpha
```
double alpha
```
      Deprecated.
    - minAlpha
```
double minAlpha
```
      Deprecated.
    - totalWords
```
int totalWords
```
      Deprecated.
    - iterations
```
int iterations
```
      Deprecated.
    - lastChecked
```
int lastChecked
```
      Deprecated.
    - wordCount
```
org.apache.spark.broadcast.Broadcast<T> wordCount
```
      Deprecated.
    - weights
```
InMemoryLookupTable<T extends SequenceElement> weights
```
      Deprecated.
    - expTable
```
double[] expTable
```
      Deprecated.
    - vectorLength
```
int vectorLength
```
      Deprecated.
- Class org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecSetup extends Object implements Serializable
  - Serialized Fields
    - param
```
org.apache.spark.broadcast.Broadcast<T> param
```
      Deprecated.
Package org.deeplearning4j.spark.text.accumulators
- Class org.deeplearning4j.spark.text.accumulators.MaxPerPartitionAccumulator extends Object implements Serializable
- Class org.deeplearning4j.spark.text.accumulators.WordFreqAccumulator extends Object implements Serializable
Package org.deeplearning4j.spark.text.functions
- Class org.deeplearning4j.spark.text.functions.FoldBetweenPartitionFunction extends Object implements Serializable
  - Serialized Fields
    - broadcastedMaxPerPartitionCounter
```
org.apache.spark.broadcast.Broadcast<T> broadcastedMaxPerPartitionCounter
```
- Class org.deeplearning4j.spark.text.functions.FoldWithinPartitionFunction extends Object implements Serializable
  - Serialized Fields
    - maxPerPartitionAcc
```
org.apache.spark.Accumulator<T> maxPerPartitionAcc
```
- Class org.deeplearning4j.spark.text.functions.GetSentenceCountFunction extends Object implements Serializable
- Class org.deeplearning4j.spark.text.functions.MapPerPartitionVoidFunction extends Object implements Serializable
- Class org.deeplearning4j.spark.text.functions.ReduceSentenceCount extends Object implements Serializable
- Class org.deeplearning4j.spark.text.functions.TokenizerFunction extends Object implements Serializable
  - Serialized Fields
    - tokenizerFactoryClazz
```
String tokenizerFactoryClazz
```
    - tokenizerPreprocessorClazz
```
String tokenizerPreprocessorClazz
```
    - nGrams
```
int nGrams
```
- Class org.deeplearning4j.spark.text.functions.UpdateWordFreqAccumulatorFunction extends Object implements Serializable
  - Serialized Fields
    - stopWords
```
org.apache.spark.broadcast.Broadcast<T> stopWords
```
    - wordFreqAcc
```
org.apache.spark.Accumulator<T> wordFreqAcc
```
- Class org.deeplearning4j.spark.text.functions.WordsListToVocabWordsFunction extends Object implements Serializable
  - Serialized Fields
    - vocabCacheBroadcast
```
org.apache.spark.broadcast.Broadcast<T> vocabCacheBroadcast
```

Serialized Form

Package org.deeplearning4j.spark.models.embeddings.common

Class org.deeplearning4j.spark.models.embeddings.common.BaseWord2VecFunction extends Object implements Serializable

Serialized Fields

fromIndex

toIndex

from

to

Class org.deeplearning4j.spark.models.embeddings.common.DotProduct extends BaseWord2VecFunction implements Serializable

Class org.deeplearning4j.spark.models.embeddings.common.GetVector extends BaseWord2VecFunction implements Serializable

Class org.deeplearning4j.spark.models.embeddings.common.SaxpyMap extends BaseWord2VecFunction implements Serializable

Serialized Fields

alpha

Package org.deeplearning4j.spark.models.embeddings.glove

Class org.deeplearning4j.spark.models.embeddings.glove.Glove extends Object implements Serializable

Serialized Fields

vocabCacheBroadcast

tokenizerFactoryClazz

symmetric

windowSize

iterations

Class org.deeplearning4j.spark.models.embeddings.glove.GloveChange extends Object implements Serializable

Serialized Fields

w1

w2

w1Update

w2Update

w1BiasUpdate

w2BiasUpdate

error

w1History

w2History

w1BiasHistory

w2BiasHistory

Class org.deeplearning4j.spark.models.embeddings.glove.GloveParam extends Object implements Serializable

Serialized Fields

vectorLength

useAdaGrad

lr

gen

negative

xMax

maxCount

coOccurrenceCounts

Class org.deeplearning4j.spark.models.embeddings.glove.GlovePerformer extends Object implements Serializable

Serialized Fields

table

Class org.deeplearning4j.spark.models.embeddings.glove.VocabWordPairs extends Object implements Serializable

Serialized Fields

vocab

Package org.deeplearning4j.spark.models.embeddings.glove.cooccurrences

Class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCalculator extends Object implements Serializable

Serialized Fields

symmetric

vocab

windowSize

Class org.deeplearning4j.spark.models.embeddings.glove.cooccurrences.CoOccurrenceCounts extends Object implements Serializable

Package org.deeplearning4j.spark.models.embeddings.sequencevectors

Class org.deeplearning4j.spark.models.embeddings.sequencevectors.SequenceVectors extends SequenceVectors<T extends SequenceElement> implements Serializable

Package org.deeplearning4j.spark.models.embeddings.word2vec

Class org.deeplearning4j.spark.models.embeddings.word2vec.FirstIterationFunction extends Object implements Serializable

Serialized Fields

ithIteration

vectorLength

useAdaGrad

batchSize

negative

window

alpha

minAlpha

totalWordCount

seed

maxExp

expTable

iterations

indexSyn0VecMap

pointSyn1VecMap

nextRandom

vocab

negativeHolder