Class

io.github.mandar2812.dynaml.optimization

FFLayerUpdater

Related Doc: package optimization

Permalink

class FFLayerUpdater extends MomentumUpdater[Seq[(DenseMatrix[Double], DenseVector[Double])]]

Linear Supertypes
MomentumUpdater[Seq[(DenseMatrix[Double], DenseVector[Double])]], BasicUpdater[Seq[(DenseMatrix[Double], DenseVector[Double])]], Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. FFLayerUpdater
  2. MomentumUpdater
  3. BasicUpdater
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new FFLayerUpdater()

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. def compute(weightsOld: Seq[(DenseMatrix[Double], DenseVector[Double])], gradient: Seq[(DenseMatrix[Double], DenseVector[Double])], step: Double, iter: Int, regParam: Double): (Seq[(DenseMatrix[Double], DenseVector[Double])], Double)

    Permalink
    Definition Classes
    FFLayerUpdater → BasicUpdater

  7. def computeWithMomentum(weightsOld: Seq[(DenseMatrix[Double], DenseVector[Double])], gradient: Seq[(DenseMatrix[Double], DenseVector[Double])], previousWeightUpdate: Seq[(DenseMatrix[Double], DenseVector[Double])], stepSize: Double, alpha: Double, iter: Int, regParam: Double): (Seq[(DenseMatrix[Double], DenseVector[Double])], Seq[(DenseMatrix[Double], DenseVector[Double])])

    Permalink

    returns

    a Tuple2 of P, the first element represents the updated parameters and the second element represents the update performaned.

    Definition Classes
    FFLayerUpdater → MomentumUpdater

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

    Permalink
    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  18. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  19. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MomentumUpdater[Seq[(DenseMatrix[Double], DenseVector[Double])]]

Inherited from BasicUpdater[Seq[(DenseMatrix[Double], DenseVector[Double])]]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped