org.kramerlab.autoencoder.math.optimization

CrossEntropyErrorFunctionFactory

object CrossEntropyErrorFunctionFactory extends DifferentiableErrorFunctionFactory[Mat]

Factory for error functions that can be applied to data with values in [0, 1] and reconstructions with values in (0, 1). This error function has very strong reaction on bit-flips.

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DifferentiableErrorFunctionFactory[Mat], AnyRef, Any
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  1. final def !=(arg0: AnyRef): Boolean

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

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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

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  6. def apply(target: Mat): DifferentiableFunction[Mat]

    Takes the target value as input and returns a differentiable function which represents the error betweenthe input and the target value.

    Takes the target value as input and returns a differentiable function which represents the error betweenthe input and the target value.

    Definition Classes
    CrossEntropyErrorFunctionFactory → DifferentiableErrorFunctionFactory

  7. final def asInstanceOf[T0]: T0

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  8. def clone(): AnyRef

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

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  10. def equals(arg0: Any): Boolean

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  11. def finalize(): Unit

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

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  13. def hashCode(): Int

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  14. final def isInstanceOf[T0]: Boolean

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

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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

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  19. def toString(): String

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  20. final def wait(): Unit

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

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

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Inherited from DifferentiableErrorFunctionFactory[Mat]

Inherited from AnyRef

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