com.github.cloudml.zen.ml.neuralNetwork

RBM

Related Docs: object RBM | package neuralNetwork

class RBM extends Logging with Serializable

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@Experimental()
Linear Supertypes
Serializable, Serializable, Logging, AnyRef, Any
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Instance Constructors

  1. new RBM(numIn: Int, numOut: Int, dropout: Double = 0.5D)

  2. new RBM(weight: DenseMatrix[Double], visibleBias: DenseVector[Double], hiddenBias: DenseVector[Double], dropoutRate: 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. def activateHidden(visible: DenseMatrix[Double]): DenseMatrix[Double]

    Attributes
    protected

  5. def activateVisible(hidden: DenseMatrix[Double]): DenseMatrix[Double]

    Attributes
    protected

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def cdK: Int

  8. def clone(): AnyRef

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

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

    Attributes
    protected

  10. val dropoutRate: Double

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

    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  13. def finalize(): Unit

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

  14. def forward(visible: DenseMatrix[Double]): DenseMatrix[Double]

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

    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. val hiddenBias: DenseVector[Double]

  18. lazy val hiddenLayer: Layer

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

  19. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  20. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  21. def learn(input: DenseMatrix[Double]): (DenseMatrix[Double], DenseVector[Double], DenseVector[Double], Double, Double)

  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 numIn: Int

  38. def numOut: Int

  39. lazy val rand: Random

    Attributes
    protected

  40. def sampleHidden(hiddenMean: DenseMatrix[Double]): DenseMatrix[Double]

    Attributes
    protected

  41. def sampleVisible(visibleMean: DenseMatrix[Double]): DenseMatrix[Double]

    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. val visibleBias: DenseVector[Double]

  46. lazy val visibleLayer: Layer

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

  47. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  50. val weight: DenseMatrix[Double]

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from AnyRef

Inherited from Any

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