class EPModel[Datum, Augment <: AnyRef] extends Model[Datum] with SerializableLogging

Linear Supertypes
Model[Datum], SerializableLogging, Serializable, Serializable, AnyRef, Any
Known Subclasses
EPParserModel
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Inherited
  1. EPModel
  2. Model
  3. SerializableLogging
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new EPModel(maxEPIter: Int, initFeatureValue: (Feature) ⇒ Option[Double] = (_:Feature) => None, epInGold: Boolean = false, dropOutFraction: Double = 0.0)(_models: CompatibleModel[Datum, Augment]*)(implicit aIsFactor: <:<[Augment, Factor[Augment]])

Type Members

  1. type ExpectedCounts = EPExpectedCounts
    Definition Classes
    EPModel → Model
  2. type Inference = EPInference[Datum, Augment]
    Definition Classes
    EPModel → Model
  3. type Marginal = EPMarginal[Augment, ProjectableInference.Marginal]
    Definition Classes
    EPModel → Model
  4. type Scorer = EPScorer[ProjectableInference.Scorer]
    Definition Classes
    EPModel → Model

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def accumulateCounts(inf: Inference, s: Scorer, datum: Datum, marg: Marginal, accum: ExpectedCounts, scale: Double): Unit
    Definition Classes
    EPModel → Model
  5. final def accumulateCounts(inf: Inference, d: Datum, accum: ExpectedCounts, scale: Double): Unit
    Definition Classes
    Model
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def cacheFeatureWeights(weights: DenseVector[Double], suffix: String): Unit

    Caches the weights using the cache broker.

    Caches the weights using the cache broker.

    Definition Classes
    EPModel → Model
  8. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def emptyCounts: EPExpectedCounts
    Definition Classes
    EPModel → Model
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. final def expectedCounts(inf: Inference, d: Datum, scale: Double = 1.0): ExpectedCounts
    Definition Classes
    Model
  13. def expectedCountsToObjective(ecounts: EPExpectedCounts): (Double, DenseVector[Double])
    Definition Classes
    EPModel → Model
  14. val featureIndex: Index[Feature]
    Definition Classes
    EPModel → Model
  15. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  16. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  17. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  18. def inferenceFromWeights(weights: DenseVector[Double], dropOutFraction: Double): EPInference[Datum, Augment]
  19. def inferenceFromWeights(weights: DenseVector[Double]): EPInference[Datum, Augment]
    Definition Classes
    EPModel → Model
  20. def initialValueForFeature(f: Feature): Double
    Definition Classes
    EPModel → Model
  21. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  22. def logger: LazyLogger
    Attributes
    protected
    Definition Classes
    SerializableLogging
  23. def models: Seq[CompatibleModel[Datum, Augment]]
  24. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  25. final def notify(): Unit
    Definition Classes
    AnyRef
  26. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  27. def numFeatures: Int
    Definition Classes
    Model
  28. def numModels: Int
  29. def readCachedFeatureWeights(suffix: String = ""): Option[DenseVector[Double]]

    just saves feature weights to disk as a serialized counter.

    just saves feature weights to disk as a serialized counter. The file is prefix.ser.gz

    Definition Classes
    EPModel → Model
  30. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  31. def toString(): String
    Definition Classes
    AnyRef → Any
  32. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  34. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  35. def weightsCacheName: String
    Attributes
    protected
    Definition Classes
    Model

Inherited from Model[Datum]

Inherited from SerializableLogging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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