AugmentableInference

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

Known Subclasses

AnnotatedParserInference, CRFInference, EPInference, Inference, LatentParserInference, ParserInference, ProjectableInference, SemiCRFInference, ThreePointInference

Type Members

abstract type Marginal <: framework.Marginal

Definition Classes
Inference
abstract type Scorer

Definition Classes
Inference

Abstract Value Members

abstract def baseAugment(v: Datum): Augment

The "no prior information" augment.
The "no prior information" augment. Used if nothing is passed in.
abstract def goldMarginal(scorer: Scorer, v: Datum, aug: Augment): Marginal
abstract def marginal(scorer: Scorer, v: Datum, aug: Augment): Marginal
abstract def scorer(v: Datum): Scorer

Definition Classes
AugmentableInference → Inference

Concrete Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

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

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

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

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

Definition Classes
AnyRef → Any
def finalize(): Unit

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

Definition Classes
AugmentableInference → Inference
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
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
AugmentableInference → Inference
def hashCode(): Int

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

Definition Classes
Any
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
AugmentableInference → Inference
def marginal(v: Datum): Marginal

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

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

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

Definition Classes
AnyRef
def toString(): String

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

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

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

Definition Classes
AnyRef
Annotations
@throws( ... )

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

Type Members

abstract type Marginal <: framework.Marginal

abstract type Scorer

Abstract Value Members

abstract def baseAugment(v: Datum): Augment

abstract def goldMarginal(scorer: Scorer, v: Datum, aug: Augment): Marginal

abstract def marginal(scorer: Scorer, v: Datum, aug: Augment): Marginal

abstract def scorer(v: Datum): Scorer

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

def forTesting: AugmentableInference[Datum, Augment]

final def getClass(): Class[_]

def goldMarginal(scorer: Scorer, v: Datum): Marginal

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

def marginal(scorer: Scorer, v: Datum): Marginal

def marginal(v: Datum): Marginal

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Inference[Datum]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped