Class/Object

org.platanios.tensorflow.api.learn.layers.rnn.cell

BasicRNNCell

Related Docs: object BasicRNNCell | package cell

Permalink

class BasicRNNCell extends RNNCell[Output, Shape, Output, Shape]

Linear Supertypes
RNNCell[Output, Shape, Output, Shape], Layer[Tuple[Output, Output], Tuple[Output, Output]], AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. BasicRNNCell
  2. RNNCell
  3. Layer
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new BasicRNNCell(name: String, numUnits: Int, dataType: DataType, activation: (Output) ⇒ Output = ops.Math.tanh(_), kernelInitializer: Initializer = null, biasInitializer: Initializer = ZerosInitializer)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. def +(other: Layer[Tuple[Output, Output], Tuple[Output, Output]]): Concatenate[Tuple[Output, Output], Tuple[Output, Output]]

    Permalink
    Definition Classes
    Layer

  4. def ++(others: Seq[Layer[Tuple[Output, Output], Tuple[Output, Output]]]): Concatenate[Tuple[Output, Output], Tuple[Output, Output]]

    Permalink
    Definition Classes
    Layer

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

    Permalink
    Definition Classes
    AnyRef → Any

  6. def >>[S](other: Layer[Tuple[Output, Output], S]): Compose[Tuple[Output, Output], Tuple[Output, Output], S]

    Permalink
    Definition Classes
    Layer

  7. final def _forward(input: Tuple[Output, Output], mode: Mode): Tuple[Output, Output]

    Permalink
    Attributes
    protected
    Definition Classes
    RNNCell → Layer

  8. val activation: (Output) ⇒ Output

    Permalink

  9. def apply(input: Tuple[Output, Output], mode: Mode): Tuple[Output, Output]

    Permalink
    Definition Classes
    Layer

  10. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  11. val biasInitializer: Initializer

    Permalink

  12. def clone(): AnyRef

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

  13. def compose[S](other: Layer[Tuple[Output, Output], S]): Compose[Tuple[Output, Output], Tuple[Output, Output], S]

    Permalink
    Definition Classes
    Layer

  14. def concatenate(others: Layer[Tuple[Output, Output], Tuple[Output, Output]]*): Concatenate[Tuple[Output, Output], Tuple[Output, Output]]

    Permalink
    Definition Classes
    Layer

  15. implicit val context: DynamicVariable[LayerCreationContext]

    Permalink
    Definition Classes
    Layer

  16. final def createCell(mode: Mode, inputShape: Shape): ops.rnn.cell.RNNCell[Output, Shape, Output, Shape]

    Permalink
    Definition Classes
    RNNCell

  17. def createCellWithoutContext(mode: Mode, inputShape: Shape): ops.rnn.cell.BasicRNNCell

    Permalink
    Definition Classes
    BasicRNNCell → RNNCell

  18. val dataType: DataType

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  21. def finalize(): Unit

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

  22. def forward(input: Tuple[Output, Output], mode: Mode): Tuple[Output, Output]

    Permalink
    Definition Classes
    Layer

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

    Permalink
    Definition Classes
    AnyRef → Any

  24. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  25. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  26. val kernelInitializer: Initializer

    Permalink

  27. val layerType: String

    Permalink
    Definition Classes
    BasicRNNCell → Layer

  28. val name: String

    Permalink
    Definition Classes
    BasicRNNCell → RNNCell → Layer

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

    Permalink
    Definition Classes
    AnyRef

  30. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  31. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  32. val numUnits: Int

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  34. def toString(): String

    Permalink
    Definition Classes
    Layer → AnyRef → Any

  35. final def wait(): Unit

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

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

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

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

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

Inherited from RNNCell[Output, Shape, Output, Shape]

Inherited from Layer[Tuple[Output, Output], Tuple[Output, Output]]

Inherited from AnyRef

Inherited from Any

Ungrouped