Trait

ml.combust.mleap.core.ann

TopologyModel

Related Doc: package ann

Permalink

trait TopologyModel extends Serializable

Trait for ANN topology model

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
FeedForwardModel
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TopologyModel
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def computeGradient(data: DenseMatrix[Double], target: DenseMatrix[Double], cumGradient: Vector, blockSize: Int): Double

    Permalink

    Computes gradient for the network

    Computes gradient for the network

    data

    input data

    target

    target output

    cumGradient

    cumulative gradient

    blockSize

    block size

    returns

    error

  2. abstract def forward(data: DenseMatrix[Double]): Array[DenseMatrix[Double]]

    Permalink

    Forward propagation

    Forward propagation

    data

    input data

    returns

    array of outputs for each of the layers

  3. abstract val layerModels: Array[LayerModel]

    Permalink

    Array of layer models

  4. abstract val layers: Array[Layer]

    Permalink

    Array of layers

  5. abstract def predict(data: Vector): Vector

    Permalink

    Prediction of the model

    Prediction of the model

    data

    input data

    returns

    prediction

  6. abstract val weights: Vector

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  13. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  16. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  17. final def wait(): Unit

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

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

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

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

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

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped