com.intel.analytics.bigdl.dataset.text

TextToLabeledSentence

class TextToLabeledSentence[T] extends Transformer[Array[String], LabeledSentence[T]]

Transform a string of sentence to LabeledSentence. e.g. ["I", "love", "Intel"] => [0, 1, 2] data: [0, 1] label: [1, 2]

The input Array[String] should be a tokenized sentence. e.g. I love Intel => ["I", "love", "Intel"]

T

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Transformer[Array[String], LabeledSentence[T]], Serializable, Serializable, AnyRef, Any
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  1. TextToLabeledSentence
  2. Transformer
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  4. Serializable
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Instance Constructors

  1. new TextToLabeledSentence(dictionary: Dictionary)(implicit arg0: ClassTag[T], ev: TensorNumeric[T])

    dictionary
    ev

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. def ->[C](other: Transformer[LabeledSentence[T], C]): Transformer[Array[String], C]

    Definition Classes
    Transformer

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  7. def apply(prev: Iterator[Array[String]]): Iterator[LabeledSentence[T]]

    Definition Classes
    TextToLabeledSentence → Transformer

  8. def apply(dataset: RDD[Array[String]])(implicit evidence: ClassTag[LabeledSentence[T]]): RDD[LabeledSentence[T]]

    Apply this transformer to rdd

    Apply this transformer to rdd

    dataset

    Definition Classes
    Transformer

  9. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  10. def clone(): AnyRef

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

  11. def cloneTransformer(): Transformer[Array[String], LabeledSentence[T]]

    Definition Classes
    Transformer

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

    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  19. final def notify(): Unit

    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  22. def toString(): String

    Definition Classes
    AnyRef → Any

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Transformer[Array[String], LabeledSentence[T]]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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