PersistentContrastiveDivergenceExample

class PersistentContrastiveDivergenceExample[C <: LabeledMutableVar ] extends Example

A variant of the contrastive divergence algorithm which does not reset to the ground truth.

C: The type of sampler context

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PersistentContrastiveDivergenceExample
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Instance Constructors

new PersistentContrastiveDivergenceExample(context: C, model: model.Model with model.Parameters , sampler: Sampler[variable.Var])

context
The argument to the sampler
model
The model
sampler
The sampler

Value Members

final def !=(arg0: AnyRef ): Boolean

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

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final def ##(): Int

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final def ==(arg0: AnyRef ): Boolean

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final def ==(arg0: Any): Boolean

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Any
def accumulateValueAndGradient(value: DoubleAccumulator , gradient: WeightsMapAccumulator ): Unit

Put objective value and gradient into the accumulators.
Put objective value and gradient into the accumulators. Either argument can be null if they don't need to be computed.
value
Accumulator to hold value
gradient
Accumulator to hold gradient

Definition Classes
PersistentContrastiveDivergenceExample → Example
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
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Annotations
@throws( ... )
val context: C

The argument to the sampler
final def eq(arg0: AnyRef ): Boolean

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def equals(arg0: Any): Boolean

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def finalize(): Unit

Attributes
protected[java.lang]
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Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

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def hashCode(): Int

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final def isInstanceOf[T0]: Boolean

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final def ne(arg0: AnyRef ): Boolean

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final def notify(): Unit

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final def notifyAll(): Unit

Definition Classes
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val sampler: Sampler[variable.Var]

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

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def toString(): String

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final def wait(): Unit

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

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

Definition Classes
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Annotations
@throws( ... )

PersistentContrastiveDivergenceExample

class PersistentContrastiveDivergenceExample[C <: LabeledMutableVar ] extends Example

Instance Constructors

new PersistentContrastiveDivergenceExample(context: C, model: model.Model with model.Parameters , sampler: Sampler[variable.Var])

Value Members

final def !=(arg0: AnyRef ): Boolean

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: AnyRef ): Boolean

final def ==(arg0: Any): Boolean

def accumulateValueAndGradient(value: DoubleAccumulator , gradient: WeightsMapAccumulator ): Unit

final def asInstanceOf[T0]: T0

def clone(): AnyRef

val context: C

final def eq(arg0: AnyRef ): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

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

val sampler: Sampler[variable.Var]

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 Example

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