com.github.cloudml.zen.ml.neuralNetwork

MLP

Related Docs: object MLP | package neuralNetwork

class MLP extends Logging with Serializable

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@Experimental()
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Instance Constructors

  1. new MLP(topology: Array[Int])

  2. new MLP(topology: Array[Int], inputDropout: Double, hiddenDropout: Double)

  3. new MLP(innerLayers: Array[Layer], dropout: Array[Double])

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def assign(newNN: MLP): MLP

    Attributes
    protected[com.github.cloudml.zen.ml.neuralNetwork]

  6. def clone(): AnyRef

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

  7. def computeDelta(x: DenseMatrix[Double], label: DenseMatrix[Double]): (Array[DenseMatrix[Double]], Array[DenseMatrix[Double]])

    Attributes
    protected[com.github.cloudml.zen.ml]

  8. def computeGradient(x: DenseMatrix[Double], label: DenseMatrix[Double]): (Array[(DenseMatrix[Double], DenseVector[Double])], Double, Double)

    Attributes
    protected[com.github.cloudml.zen.ml]

  9. def computeGradientGivenDelta(x: DenseMatrix[Double], out: Array[DenseMatrix[Double]], delta: Array[DenseMatrix[Double]]): Array[(DenseMatrix[Double], DenseVector[Double])]

    Attributes
    protected[com.github.cloudml.zen.ml]

  10. def dropOutMask(cols: Int): Array[DenseMatrix[Double]]

    Attributes
    protected[com.github.cloudml.zen.ml]

  11. val dropout: Array[Double]

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

    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

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

    Definition Classes
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  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. val innerLayers: Array[Layer]

  18. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  19. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  20. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

  21. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  22. def logDebug(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  23. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  24. def logError(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging

  25. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    protected
    Definition Classes
    Logging

  26. def logInfo(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  27. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

  28. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  29. def logTrace(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  30. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  31. def logWarning(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  33. final def notify(): Unit

    Definition Classes
    AnyRef

  34. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  35. def numInput: Int

  36. def numLayer: Int

  37. def numOut: Int

  38. def predict(x: DenseMatrix[Double]): DenseMatrix[Double]

  39. lazy val rand: Random

    Attributes
    protected

  40. def setSeed(seed: Long): Unit

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

    Definition Classes
    AnyRef

  42. def toString(): String

    Definition Classes
    AnyRef → Any

  43. def topology: Array[Int]

  44. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
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    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from AnyRef

Inherited from Any

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