SigmoidLayer

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

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

   

   Definition Classes

   AnyRef → Any

4. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

5. def backward(delta: Vector[Double], acts: ActivationStack, model: Model): (Vector[Double], Weight, Bias)

   

   Calculate the delta of this iteration.

   Calculate the delta of this iteration. The input of the layer in forward phase can be restored from ActivationStack. It returns the delta of input layer of this layer and the delta of coefficient and intercept parameter.

   returns

   The delta tuple of the layer while back propagation. First is passed previous layer, the second and third is the delta of Weight and Bias parameter of the layer.

   Definition Classes

   SigmoidLayer → Layer

6. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

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   Annotations

   @throws( ... )

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

   

   Definition Classes

   AnyRef

8. def equals(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

9. def finalize(): Unit

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

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

10. def forward(acts: ActivationStack, model: Model): Vector[Double]

    

    Calculate the output corresponding given input.

    Calculate the output corresponding given input. Input is given as a top of ActivationStack.

    returns

    The output tuple of the layer. First value of the tuple represents the raw output, the second is applied activation function of the layer.

    Definition Classes

    SigmoidLayer → Layer

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

    

    Definition Classes

    AnyRef → Any

12. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

13. var id: String

    

    Definition Classes

    SigmoidLayer → Layer

14. val inputSize: Int

    

    Definition Classes

    SigmoidLayer → Layer

15. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

16. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

17. final def notify(): Unit

    

    Definition Classes

    AnyRef

18. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

19. val outputSize: Int

    

    Definition Classes

    SigmoidLayer → Layer

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

    

    Definition Classes

    AnyRef

21. def toString(): String

    

    Definition Classes

    Layer → AnyRef → Any

22. def vizWeight(outputPath: String, model: Model): Unit

    

    Definition Classes

    Visualizable

23. final def wait(): Unit

    

    Definition Classes

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    Annotations

    @throws( ... )

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

    

    Definition Classes

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    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )