kr.ac.kaist.ir.deep

wordvec

package wordvec

Package for WordEmbedding training (Unstable)

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Type Members

  1. case class LangFilter(langFilter: String) extends WordFilter with Product with Serializable

    WordFilter : Filter class for take only specific language area.

    WordFilter : Filter class for take only specific language area.

    langFilter

    Regular Expression String indicating accepted Unicode area.

  2. class StringToVectorType extends StringType[ScalarMatrix]

    Input Operation : String as Input & ScalarMatrix as Otput (Spark ONLY)

    Input Operation : String as Input & ScalarMatrix as Otput (Spark ONLY)

    Example:
    1. var make = new StringToVectorType(model = wordModel, error = CrossEntropyErr)
          var out = make onewayTrip (net, in)
  3. trait StringType[OUT] extends ManipulationType[String, OUT]

    Trait of Input Operation : String as Input.

    Trait of Input Operation : String as Input. This is an Abstract Implementation

    OUT

    Output type.

  4. trait WordFilter extends (String) ⇒ String with Serializable

    Word Filter type

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

    Word2Vec model class.

Value Members

  1. final val PATTERN_INTEGER: Pattern

    Pattern for integer *

  2. final val PATTERN_PUNCT: Pattern

    Pattern for Punctuation *

  3. final val PATTERN_REAL: Pattern

    Pattern for real number *

  4. final val PATTERN_REAL_WITHIN: Pattern

  5. final val PATTERN_SPECIAL: Pattern

    Pattern for Special Range *

  6. object PrepareCorpus extends Logging

    Train Word2Vec and save the model.

  7. object WordModel extends Serializable

    Companion object of WordModel

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