org.kramerlab.autoencoder.neuralnet.rbm

ConstantConfigurationEarlyStoppingTrainingStrategy

case class ConstantConfigurationEarlyStoppingTrainingStrategy(config: RbmTrainingConfiguration, relativeValidationSetSize: Double) extends RbmTrainingStrategy with Product with Serializable

Simple training strategy that just takes a fixed training configuration, and trains the Rbm with it, until no improvement can be observed.

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Serializable, Serializable, Product, Equals, RbmTrainingStrategy, AnyRef, Any
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  1. ConstantConfigurationEarlyStoppingTrainingStrategy
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Instance Constructors

  1. new ConstantConfigurationEarlyStoppingTrainingStrategy(config: RbmTrainingConfiguration, relativeValidationSetSize: Double)

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

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    AnyRef

  5. final def ==(arg0: Any): Boolean

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  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. val config: RbmTrainingConfiguration

  9. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  10. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes
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  12. final def isInstanceOf[T0]: Boolean

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

    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  16. val relativeValidationSetSize: Double

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

    Definition Classes
    AnyRef

  18. def train(rbm: Rbm, data: Mat, trainingObservers: List[TrainingObserver]): Rbm

    Definition Classes
    ConstantConfigurationEarlyStoppingTrainingStrategy → RbmTrainingStrategy

  19. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    @throws( ... )

  21. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from RbmTrainingStrategy

Inherited from AnyRef

Inherited from Any

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