Object

epic.parser.models

NeuralParserTrainer

Related Doc: package models

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object NeuralParserTrainer extends ParserPipeline with LazyLogging

The main entry point for training discriminative parsers. Has a main method inherited from ParserPipeline. Use --help to see options, or just look at the Params class.

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ParserPipeline, LazyLogging, Logging, AnyRef, Any
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  1. NeuralParserTrainer
  2. ParserPipeline
  3. LazyLogging
  4. Logging
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Type Members

  1. case class ExtraPTParams(momentum: Double = 0.95, computeTrainLL: Boolean = true) extends Product with Serializable

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  2. case class Params(modelFactory: PositionalNeuralModelFactory, name: String = null, cache: CacheBroker, parser: File = null, opt: OptParams, iterationsPerEval: Int = 100, maxIterations: Int = 1002, iterPerValidate: Int = 30, threads: Int = 1, initWeightsScale: Double = 1E-2, initializerSpec: String = "", determinizeTraining: Boolean = false, ensemble: Boolean = false, useAdadelta: Boolean = true, enforceReachability: Boolean = true, useConstraints: Boolean = true, checkGradient: Boolean = false, checkGradientsAt: String = null, maxParseLength: Int = 70, annotator: TreeAnnotator[AnnotatedLabel, String, AnnotatedLabel] = GenerativeParser.defaultAnnotator(), extraPTParams: ExtraPTParams = ExtraPTParams()) extends Product with Serializable

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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. def computeLL(trainTrees: IndexedSeq[TreeInstance[AnnotatedLabel, String]], model: PositionalNeuralModel[AnnotatedLabel, AnnotatedLabel, String], weights: DenseVector[Double]): Unit

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

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  9. def evalParser(testTrees: IndexedSeq[TreeInstance[AnnotatedLabel, String]], parser: Parser[AnnotatedLabel, String], name: String): Statistics

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    Definition Classes
    ParserPipeline

  10. def evaluateNow: Boolean

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  11. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

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    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  15. lazy val logger: Logger

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    Attributes
    protected
    Definition Classes
    LazyLogging → Logging

  16. def main(args: Array[String]): Unit

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    Trains a sequence of parsers and evaluates them.

    Trains a sequence of parsers and evaluates them.

    Definition Classes
    ParserPipeline

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

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    Definition Classes
    AnyRef

  18. final def notify(): Unit

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    Definition Classes
    AnyRef

  19. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  20. val paramManifest: Manifest[Params]

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    Required manifest for the params

    Required manifest for the params

    Attributes
    protected
    Definition Classes
    NeuralParserTrainer → ParserPipeline

  21. def sentTooLong(p: TreeInstance[AnnotatedLabel, String], maxLength: Int): Boolean

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

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    Definition Classes
    AnyRef

  23. def toString(): String

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    Definition Classes
    AnyRef → Any

  24. def trainParser(trainTrees: IndexedSeq[TreeInstance[AnnotatedLabel, String]], validate: (Parser[AnnotatedLabel, String]) ⇒ Statistics, params: Params): Iterator[(String, Parser[AnnotatedLabel, String])]

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    The main point of entry for implementors.

    The main point of entry for implementors. Should return a sequence of parsers

    Definition Classes
    NeuralParserTrainer → ParserPipeline

  25. def trainParser(treebank: ProcessedTreebank, params: Params): Iterator[(String, Parser[AnnotatedLabel, String])]

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    Definition Classes
    ParserPipeline

  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ParserPipeline

Inherited from LazyLogging

Inherited from Logging

Inherited from AnyRef

Inherited from Any

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