Class

org.deeplearning4j.spark.models.word2vec

SparkWord2Vec

Related Doc: package word2vec

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class SparkWord2Vec extends SparkSequenceVectors[VocabWord]

Linear Supertypes
SparkSequenceVectors[VocabWord], SequenceVectors[VocabWord], WordVectorsImpl[VocabWord], WordVectors, Serializable, AnyRef, Any
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Inherited
  1. SparkWord2Vec
  2. SparkSequenceVectors
  3. SequenceVectors
  4. WordVectorsImpl
  5. WordVectors
  6. Serializable
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SparkWord2Vec(psConfiguration: VoidConfiguration, configuration: VectorsConfiguration)

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  2. new SparkWord2Vec()

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    Attributes
    protected[org.deeplearning4j.spark.models.word2vec]

Type Members

  1. class AsyncSequencer extends Thread with Runnable

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    Attributes
    protected
    Definition Classes
    SequenceVectors

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. def accuracy(arg0: List[String]): Map[String, Double]

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    Definition Classes
    WordVectorsImpl → WordVectors

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def broadcastEnvironment(context: JavaSparkContext): Unit

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    Attributes
    protected[org.deeplearning4j.spark.models.sequencevectors]
    Definition Classes
    SparkSequenceVectors

  7. def buildShallowVocabCache(counter: Counter[Long]): VocabCache[ShallowSequenceElement]

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    Attributes
    protected[org.deeplearning4j.spark.models.sequencevectors]
    Definition Classes
    SparkSequenceVectors

  8. def buildVocab(): Unit

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    Definition Classes
    SequenceVectors

  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  12. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  13. def fit(): Unit

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    Definition Classes
    SparkWord2Vec → SparkSequenceVectors → SequenceVectors

  14. def fitLists(corpus: JavaRDD[List[VocabWord]]): Unit

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    Definition Classes
    SparkSequenceVectors

  15. def fitSentences(sentences: JavaRDD[String]): Unit

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  16. def fitSequences(corpus: JavaRDD[Sequence[VocabWord]]): Unit

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    Definition Classes
    SparkSequenceVectors

  17. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  18. def getConfiguration(): VectorsConfiguration

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    Definition Classes
    SequenceVectors

  19. def getCounter(): Counter[Long]

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    Attributes
    protected[org.deeplearning4j.spark.models.sequencevectors]
    Definition Classes
    SparkSequenceVectors

  20. def getElementsScore(): Double

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    Definition Classes
    SequenceVectors

  21. def getIterator(): SequenceIterator[VocabWord]

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    Definition Classes
    SequenceVectors

  22. def getLayerSize(): Int

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    Definition Classes
    WordVectorsImpl

  23. def getLookupTable(): WeightLookupTable[VocabWord]

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    Definition Classes
    WordVectorsImpl

  24. def getMinWordFrequency(): Int

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    Definition Classes
    WordVectorsImpl

  25. def getModelUtils(): ModelUtils[VocabWord]

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    Definition Classes
    WordVectorsImpl

  26. def getSequencesScore(): Double

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    Definition Classes
    SequenceVectors

  27. def getShallowVocabCache(): VocabCache[ShallowSequenceElement]

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    Attributes
    protected[org.deeplearning4j.spark.models.word2vec]
    Definition Classes
    SparkWord2Vec → SparkSequenceVectors

  28. def getStopWords(): Collection[String]

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    Definition Classes
    WordVectorsImpl

  29. def getUNK(): String

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    Definition Classes
    SequenceVectors → WordVectorsImpl → WordVectors

  30. def getVocab(): VocabCache[VocabWord]

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    Definition Classes
    WordVectorsImpl

  31. def getWindow(): Int

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    Definition Classes
    WordVectorsImpl

  32. def getWordVector(arg0: String): Array[Double]

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    Definition Classes
    WordVectorsImpl → WordVectors

  33. def getWordVectorMatrix(arg0: String): INDArray

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    Definition Classes
    SequenceVectors → WordVectorsImpl → WordVectors

  34. def getWordVectorMatrixNormalized(arg0: String): INDArray

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    Definition Classes
    WordVectorsImpl → WordVectors

  35. def getWordVectors(arg0: Collection[String]): INDArray

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    Definition Classes
    WordVectorsImpl → WordVectors

  36. def getWordVectorsMean(arg0: Collection[String]): INDArray

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    Definition Classes
    WordVectorsImpl → WordVectors

  37. def hasWord(arg0: String): Boolean

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    Definition Classes
    WordVectorsImpl → WordVectors

  38. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  39. def indexOf(arg0: String): Int

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    Definition Classes
    WordVectorsImpl → WordVectors

  40. def initLearners(): Unit

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    Attributes
    protected[org.deeplearning4j.models.sequencevectors]
    Definition Classes
    SequenceVectors

  41. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  42. def lookupTable(): WeightLookupTable

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    Definition Classes
    WordVectorsImpl → WordVectors

  43. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  44. final def notify(): Unit

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    Definition Classes
    AnyRef

  45. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  46. def setElementsLearningAlgorithm(arg0: ElementsLearningAlgorithm[VocabWord]): Unit

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    Definition Classes
    SequenceVectors

  47. def setEventListeners(arg0: Set[VectorsListener[VocabWord]]): Unit

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    Definition Classes
    SequenceVectors

  48. def setLookupTable(arg0: WeightLookupTable): Unit

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    Definition Classes
    WordVectorsImpl

  49. def setModelUtils(arg0: ModelUtils): Unit

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    Definition Classes
    WordVectorsImpl → WordVectors

  50. def setUNK(arg0: String): Unit

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    Definition Classes
    SequenceVectors → WordVectorsImpl → WordVectors

  51. def setVocab(arg0: VocabCache): Unit

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    Definition Classes
    WordVectorsImpl

  52. def similarWordsInVocabTo(arg0: String, arg1: Double): List[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  53. def similarity(arg0: String, arg1: String): Double

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    Definition Classes
    WordVectorsImpl → WordVectors

  54. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  55. def toString(): String

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    Definition Classes
    AnyRef → Any

  56. def trainSequence(arg0: Sequence[VocabWord], arg1: AtomicLong, arg2: Double): Unit

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    Attributes
    protected[org.deeplearning4j.models.sequencevectors]
    Definition Classes
    SequenceVectors

  57. def update(arg0: Environment, arg1: Event): Unit

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    Attributes
    protected[org.deeplearning4j.models.embeddings.wordvectors]
    Definition Classes
    WordVectorsImpl

  58. def update(): Unit

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    Attributes
    protected[org.deeplearning4j.models.embeddings.wordvectors]
    Definition Classes
    WordVectorsImpl

  59. def validateConfiguration(): Unit

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    Attributes
    protected[org.deeplearning4j.spark.models.word2vec]
    Definition Classes
    SparkWord2Vec → SparkSequenceVectors

  60. def vocab(): VocabCache[VocabWord]

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    Definition Classes
    WordVectorsImpl → WordVectors

  61. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  62. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  63. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  64. def wordsNearest(arg0: String, arg1: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  65. def wordsNearest(arg0: Collection[String], arg1: Collection[String], arg2: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  66. def wordsNearest(arg0: INDArray, arg1: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  67. def wordsNearestSum(arg0: String, arg1: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  68. def wordsNearestSum(arg0: INDArray, arg1: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

  69. def wordsNearestSum(arg0: Collection[String], arg1: Collection[String], arg2: Int): Collection[String]

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    Definition Classes
    WordVectorsImpl → WordVectors

Inherited from SparkSequenceVectors[VocabWord]

Inherited from SequenceVectors[VocabWord]

Inherited from WordVectorsImpl[VocabWord]

Inherited from WordVectors

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped