SemiCRF

Type Members

trait AnchoredFeaturizer[L, W] extends AnyRef
trait Anchoring[L, W] extends AnyRef

An Anchoring encodes all the information needed to score Semimarkov models.
An Anchoring encodes all the information needed to score Semimarkov models.
In particular, it can score transitions between a previous label (prev) and the next label, which spans from begin to end.
class BaseModelConstraintSemiCRF[L, W] extends ConstraintSemiCRF[L, W] with Serializable

Annotations
@SerialVersionUID()
trait ConstraintSemiCRF[L, W] extends SemiCRF[L, W] with Factory[L, W]
class IdentityAnchoring[L, W] extends Anchoring[L, W]
class IdentityConstraintSemiCRF[L, W] extends ConstraintSemiCRF[L, W] with Serializable

Annotations
@SerialVersionUID()
trait IndexedFeaturizer[L, W] extends AnyRef
trait Marginal[L, W] extends VisitableMarginal[TransitionVisitor[L, W]]
case class ProductAnchoring[L, W](a: Anchoring[L, W], b: Anchoring[L, W]) extends Anchoring[L, W] with Product with Serializable
trait TransitionVisitor[L, W] extends AnyRef

A visitor used by epic.sequences.SemiCRF.Marginal for giving marginal probabilities over labeled spans.

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
object Marginal
final def asInstanceOf[T0]: T0

Definition Classes
Any
def buildIOModel[L](data: IndexedSeq[Segmentation[L, String]], gazetteer: Gazetteer[Any, String] = Gazetteer.empty[Any, String], opt: OptParams = OptParams()): SemiCRF[Unit, String]
def buildSimple[L](data: IndexedSeq[Segmentation[L, String]], gazetteer: Gazetteer[Any, String] = Gazetteer.empty[Any, String], wordFeaturizer: Optional[WordFeaturizer[String]] = None, spanFeaturizer: Optional[SurfaceFeaturizer[String]] = None, opt: OptParams = OptParams(regularization = 1.0)): SemiCRF[L, String]
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 fromCRF[L, W](crf: CRF[L, W]): SemiCRF[L, W]
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

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

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

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def posteriorDecode[L, W](m: Marginal[L, W], id: String = ""): Segmentation[L, W]
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
def viterbi[L, W](anchoring: Anchoring[L, W], id: String = ""): Segmentation[L, W]
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( ... )

Related Docs: trait SemiCRF | package sequences

object SemiCRF extends Serializable

Type Members

trait AnchoredFeaturizer[L, W] extends AnyRef

trait Anchoring[L, W] extends AnyRef

class BaseModelConstraintSemiCRF[L, W] extends ConstraintSemiCRF[L, W] with Serializable

trait ConstraintSemiCRF[L, W] extends SemiCRF[L, W] with Factory[L, W]

class IdentityAnchoring[L, W] extends Anchoring[L, W]

class IdentityConstraintSemiCRF[L, W] extends ConstraintSemiCRF[L, W] with Serializable

trait IndexedFeaturizer[L, W] extends AnyRef

trait Marginal[L, W] extends VisitableMarginal[TransitionVisitor[L, W]]

case class ProductAnchoring[L, W](a: Anchoring[L, W], b: Anchoring[L, W]) extends Anchoring[L, W] with Product with Serializable

trait TransitionVisitor[L, W] extends AnyRef

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

object Marginal

final def asInstanceOf[T0]: T0

def buildIOModel[L](data: IndexedSeq[Segmentation[L, String]], gazetteer: Gazetteer[Any, String] = Gazetteer.empty[Any, String], opt: OptParams = OptParams()): SemiCRF[Unit, String]

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

def fromCRF[L, W](crf: CRF[L, W]): SemiCRF[L, W]

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

def posteriorDecode[L, W](m: Marginal[L, W], id: String = ""): Segmentation[L, W]

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

def toString(): String

def viterbi[L, W](anchoring: Anchoring[L, W], id: String = ""): Segmentation[L, W]

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped