kr.ac.kaist.ir.deep

wordvec

package wordvec

Package for WordEmbedding training (Unstable)

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Type Members

  1. class StringToStringType extends StringType[String]

    Input Operation : String as Input & Expected Otput.

    Input Operation : String as Input & Expected Otput. (Spark ONLY)

    :: WORKING ::

    Example:
    1. var make = new StringToStringType(model = wordModel, error = CrossEntropyErr)
          var out = make onewayTrip (net, in)
    Note

    This is for WordEmbedding Training. Be warned that the onewayTrip function generates ScalarMatrix rather than String.

    ,

    This is not implemented yet.

  2. class WordModel extends Serializable with (String) ⇒ ScalarMatrix

    Word2Vec model class.

  3. class WordTrainStyle extends MultiThreadTrainStyle[String, String]

    Trainer : Stochastic-Style, Multi-Threaded WordEmbedding Train Style using Spark.

Value Members

  1. implicit object WordMapAccumulator extends AccumulatorParam[HashMap[String, ScalarMatrix]]

    Accumulator Param object for WordEmbedding training.

  2. object WordModel extends Serializable

    Companion object of WordModel

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