epic.framework

ProjectableInference

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

A ProjectableInference is an epic.framework.AugmentableInference that can also create a new Augment from the marginal and the old augment. This is mostly for EP/BP-type setups where you iteratively improve the prior until convergence.

Datum

the kind of thing to do inference on

Augment

the extra piece of information we can use to do inference

Linear Supertypes
AugmentableInference[Datum, Augment], Inference[Datum], Serializable, Serializable, AnyRef, Any
Known Subclasses
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  1. ProjectableInference
  2. AugmentableInference
  3. Inference
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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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.

    Definition Classes
    AugmentableInference
  2. abstract def goldMarginal(scorer: Scorer, v: Datum, aug: Augment): Marginal

    Definition Classes
    AugmentableInference
  3. abstract def marginal(scorer: Scorer, v: Datum, aug: Augment): Marginal

    Definition Classes
    AugmentableInference
  4. abstract def project(v: Datum, s: Scorer, m: Marginal, oldAugment: Augment): Augment

  5. abstract def scorer(v: Datum): Scorer

    Definition Classes
    AugmentableInferenceInference

Concrete Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. def forTesting: ProjectableInference[Datum, Augment]

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

    Definition Classes
    AnyRef → Any
  13. 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
  14. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  16. 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
  17. def marginal(v: Datum): Marginal

    Definition Classes
    Inference
  18. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  19. final def notify(): Unit

    Definition Classes
    AnyRef
  20. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  21. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  22. def toString(): String

    Definition Classes
    AnyRef → Any
  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AugmentableInference[Datum, Augment]

Inherited from Inference[Datum]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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