Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

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2.  final def ##: Int

   Definition Classes

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3.  final def ==(arg0: Any): Boolean

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4.  final def asInstanceOf[T0]: T0

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5.  def clone(): AnyRef

   Attributes

   protected[lang]

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   @throws(classOf[java.lang.CloneNotSupportedException]) @native()

6.  final def eq(arg0: AnyRef): Boolean

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7.  def equals(arg0: AnyRef): Boolean

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8.  def finalize(): Unit

   Attributes

   protected[lang]

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   @throws(classOf[java.lang.Throwable])

9.  def findSynonyms(vector: Vector, num: Int): Array[(String, Double)]

   Find synonyms of the vector representation of a word, possibly including any words in the model vocabulary whose vector representation is the supplied vector.

   Find synonyms of the vector representation of a word, possibly including any words in the model vocabulary whose vector representation is the supplied vector.

   vector

   vector representation of a word

   num

   number of synonyms to find

   returns

   array of (word, cosineSimilarity)

   Annotations

   @Since("1.1.0")

10.  def findSynonyms(word: String, num: Int): Array[(String, Double)]

    Find synonyms of a word; do not include the word itself in results.

    Find synonyms of a word; do not include the word itself in results.

    word

    a word

    num

    number of synonyms to find

    returns

    array of (word, cosineSimilarity)

    Annotations

    @Since("1.1.0")

11.  final def getClass(): Class[_ <: AnyRef]

    Definition Classes

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    @native()

12.  def getVectors: Map[String, Array[Float]]

    Returns a map of words to their vector representations.

    Returns a map of words to their vector representations.

    Annotations

    @Since("1.2.0")

13.  def hashCode(): Int

    Definition Classes

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    @native()

14.  final def isInstanceOf[T0]: Boolean

    Definition Classes

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15.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

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16.  final def notify(): Unit

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    @native()

17.  final def notifyAll(): Unit

    Definition Classes

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    @native()

18.  def save(sc: SparkContext, path: String): Unit

    Save this model to the given path.

    Save this model to the given path.

    This saves:

    • human-readable (JSON) model metadata to path/metadata/
    • Parquet formatted data to path/data/

    The model may be loaded using Loader.load.

    sc

    Spark context used to save model data.

    path

    Path specifying the directory in which to save this model. If the directory already exists, this method throws an exception.

    Definition Classes

    Word2VecModel → Saveable

    Annotations

    @Since("1.4.0")

19.  final def synchronized[T0](arg0: => T0): T0

    Definition Classes

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20.  def toString(): String

    Definition Classes

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21.  def transform(word: String): Vector

    Transforms a word to its vector representation

    Transforms a word to its vector representation

    word

    a word

    returns

    vector representation of word

    Annotations

    @Since("1.1.0")

22.  final def wait(): Unit

    Definition Classes

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    @throws(classOf[java.lang.InterruptedException])

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

    Definition Classes

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    @throws(classOf[java.lang.InterruptedException])

24.  final def wait(arg0: Long): Unit

    Definition Classes

    AnyRef

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    @throws(classOf[java.lang.InterruptedException]) @native()