c

epic.sequences

CRFModel

class CRFModel[L, W] extends Model[TaggedSequence[L, W]] with Model[TaggedSequence[L, W]] with Serializable

Annotations
@SerialVersionUID()
Linear Supertypes
Model[TaggedSequence[L, W]], Model[TaggedSequence[L, W]], SerializableLogging, Serializable, Serializable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. CRFModel
  2. Model
  3. Model
  4. SerializableLogging
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new CRFModel(featureIndex: Index[Feature], lexicon: Factory[L, W], featurizer: IndexedFeaturizer[L, W], initialWeights: (Feature) ⇒ Double = (_: Feature) => 0.0)

Type Members

  1. type ExpectedCounts = StandardExpectedCounts[Feature]
    Definition Classes
    Model → Model
  2. type Inference = CRFInference[L, W]
    Definition Classes
    CRFModel → Model
  3. type Marginal = CRF.Marginal[L, W]
    Definition Classes
    CRFModel → Model
  4. type Scorer = Anchoring[L, W]
    Definition Classes
    CRFModel → 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, d: TaggedSequence[L, W], marg: Marginal, counts: ExpectedCounts, scale: Double): Unit
    Definition Classes
    CRFModel → Model
  5. final def accumulateCounts(inf: Inference, d: TaggedSequence[L, W], 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
    Model
  8. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def emptyCounts: StandardExpectedCounts[Feature]
    Definition Classes
    Model → 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: TaggedSequence[L, W], scale: Double = 1.0): ExpectedCounts
    Definition Classes
    Model
  13. def expectedCountsToObjective(ecounts: ExpectedCounts): (Double, DenseVector[Double])
    Definition Classes
    Model → Model
  14. def extractCRF(weights: DenseVector[Double]): Inference
  15. val featureIndex: Index[Feature]
    Definition Classes
    CRFModel → Model
  16. val featurizer: IndexedFeaturizer[L, W]
  17. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  19. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  20. def inferenceFromWeights(weights: DenseVector[Double]): Inference
    Definition Classes
    CRFModel → Model
  21. def initialValueForFeature(f: Feature): Double
    Definition Classes
    CRFModel → Model
  22. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  23. def labelIndex: Index[L]
  24. val lexicon: Factory[L, W]
  25. def logger: LazyLogger
    Attributes
    protected
    Definition Classes
    SerializableLogging
  26. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  27. final def notify(): Unit
    Definition Classes
    AnyRef
  28. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  29. def numFeatures: Int
    Definition Classes
    Model
  30. 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
    Model
  31. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  32. def toString(): String
    Definition Classes
    AnyRef → Any
  33. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  34. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  35. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  36. def weightsCacheName: String
    Attributes
    protected
    Definition Classes
    Model

Inherited from Model[TaggedSequence[L, W]]

Inherited from Model[TaggedSequence[L, W]]

Inherited from SerializableLogging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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