t

epic.framework

AugmentableInference

trait AugmentableInference[Datum, Augment] extends Inference[Datum]

AugmentableInference is an epic.framework.Inference that can support injecting additional information into the structure computation. This can include prior information over the structure (useful for EP or other Bayesian inference) or loss-augmentation.

Datum

the kind of thing to do inference on

Augment

the extra piece of information we can use to do inference

Linear Supertypes
Inference[Datum], Serializable, Serializable, AnyRef, Any
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  1. AugmentableInference
  2. Inference
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Type Members

  1. abstract type Marginal <: framework.Marginal
    Definition Classes
    Inference
  2. abstract type Scorer
    Definition Classes
    Inference

Abstract Value Members

  1. abstract def baseAugment(v: Datum): Augment

    The "no prior information" augment.

    The "no prior information" augment. Used if nothing is passed in.

  2. abstract def goldMarginal(scorer: Scorer, v: Datum, aug: Augment): Marginal
  3. abstract def marginal(scorer: Scorer, v: Datum, aug: Augment): Marginal
  4. abstract def scorer(v: Datum): Scorer
    Definition Classes
    AugmentableInferenceInference

Concrete 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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate() @throws( ... )
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  8. def forTesting: AugmentableInference[Datum, Augment]
    Definition Classes
    AugmentableInferenceInference
  9. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  10. def goldMarginal(scorer: Scorer, v: Datum): Marginal

    Produces the "gold marginal" which is the marginal conditioned on the output label/structure itself.

    Produces the "gold marginal" which is the marginal conditioned on the output label/structure itself.

    v

    the example

    returns

    gold marginal

    Definition Classes
    AugmentableInferenceInference
  11. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. def marginal(scorer: Scorer, v: Datum): Marginal

    Produces the "guess marginal" which is the marginal conditioned on only the input data

    Produces the "guess marginal" which is the marginal conditioned on only the input data

    v

    the example

    returns

    gold marginal

    Definition Classes
    AugmentableInferenceInference
  14. def marginal(v: Datum): Marginal
    Definition Classes
    Inference
  15. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  17. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  18. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  19. def toString(): String
    Definition Classes
    AnyRef → Any
  20. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  21. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  22. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from Inference[Datum]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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