com.github.cloudml.zen.ml.neuralNetwork

MLP

class MLP extends Logging with Serializable

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@Experimental()
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Serializable, Serializable, Logging, AnyRef, Any
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  1. MLP
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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: 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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def assign(newNN: MLP): MLP

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

  8. def clone(): AnyRef

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

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

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

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

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

  11. 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]

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

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

  13. val dropout: Array[Double]

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

    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  16. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  18. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  19. val innerLayers: Array[Layer]

  20. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  21. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  22. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  29. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  35. final def notify(): Unit

    Definition Classes
    AnyRef

  36. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  37. def numInput: Int

  38. def numLayer: Int

  39. def numOut: Int

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

  41. lazy val rand: Random

    Attributes
    protected

  42. def setSeed(seed: Long): Unit

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

    Definition Classes
    AnyRef

  44. def toString(): String

    Definition Classes
    AnyRef → Any

  45. def topology: Array[Int]

  46. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  48. 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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