com.github.cloudml.zen.ml.neuralNetwork

RBM

class RBM extends Logging with Serializable

Annotations
@Experimental()
Linear Supertypes
Serializable, Serializable, Logging, AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. RBM
  2. Serializable
  3. Serializable
  4. Logging
  5. AnyRef
  6. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

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: 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. def activateHidden(visible: DenseMatrix[Double]): DenseMatrix[Double]

    Attributes
    protected

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

    Attributes
    protected

  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  9. def cdK: Int

  10. def clone(): AnyRef

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

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

    Attributes
    protected

  12. val dropoutRate: Double

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

    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  15. def finalize(): Unit

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

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

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

    Definition Classes
    AnyRef → Any

  18. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  19. val hiddenBias: DenseVector[Double]

  20. lazy val hiddenLayer: Layer

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

  21. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  22. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

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

  24. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  31. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  37. final def notify(): Unit

    Definition Classes
    AnyRef

  38. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  39. def numIn: Int

  40. def numOut: Int

  41. lazy val rand: Random

    Attributes
    protected

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

    Attributes
    protected

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

    Attributes
    protected

  44. def setSeed(seed: Long): Unit

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

    Definition Classes
    AnyRef

  46. def toString(): String

    Definition Classes
    AnyRef → Any

  47. val visibleBias: DenseVector[Double]

  48. lazy val visibleLayer: Layer

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

  49. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  52. val weight: DenseMatrix[Double]

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from AnyRef

Inherited from Any

Ungrouped