Class/Object

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

LSTMCell

Related Docs: object LSTMCell | package cell

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class LSTMCell extends RNNCell[Output, Shape, LSTMState, (Shape, Shape)]

Linear Supertypes
RNNCell[Output, Shape, LSTMState, (Shape, Shape)], Layer[Tuple[Output, LSTMState], Tuple[Output, LSTMState]], AnyRef, Any
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Inherited
  1. LSTMCell
  2. RNNCell
  3. Layer
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new LSTMCell(name: String, numUnits: Int, dataType: DataType, forgetBias: Float = 1.0f, usePeepholes: Boolean = false, cellClip: Float = 1, projectionSize: Int = 1, projectionClip: Float = 1, activation: (Output) ⇒ Output = ops.Math.tanh(_), kernelInitializer: Initializer = null, biasInitializer: Initializer = ZerosInitializer)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Layer

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

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Layer

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

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    Attributes
    protected
    Definition Classes
    RNNCell → Layer

  8. val activation: (Output) ⇒ Output

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

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    Definition Classes
    Layer

  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. val biasInitializer: Initializer

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  12. val cellClip: Float

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  13. def clone(): AnyRef

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

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

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    Definition Classes
    Layer

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

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    Definition Classes
    Layer

  16. implicit val context: DynamicVariable[LayerCreationContext]

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    Definition Classes
    Layer

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

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    Definition Classes
    RNNCell

  18. def createCellWithoutContext(mode: Mode, inputShape: Shape): ops.rnn.cell.LSTMCell

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    Definition Classes
    LSTMCell → RNNCell

  19. val dataType: DataType

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

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    Definition Classes
    AnyRef

  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  22. def finalize(): Unit

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

  23. val forgetBias: Float

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

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    Definition Classes
    Layer

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

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    Definition Classes
    AnyRef → Any

  26. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  27. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  28. val kernelInitializer: Initializer

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  29. val layerType: String

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    Definition Classes
    LSTMCell → Layer

  30. val name: String

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    Definition Classes
    LSTMCell → RNNCell → Layer

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

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    Definition Classes
    AnyRef

  32. final def notify(): Unit

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    Definition Classes
    AnyRef

  33. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  34. val numUnits: Int

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  35. val projectionClip: Float

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  36. val projectionSize: Int

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

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    Definition Classes
    AnyRef

  38. def toString(): String

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    Definition Classes
    Layer → AnyRef → Any

  39. val usePeepholes: Boolean

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  40. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from RNNCell[Output, Shape, LSTMState, (Shape, Shape)]

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

Inherited from AnyRef

Inherited from Any

Ungrouped