Class/Object

org.platanios.tensorflow.api.learn.layers

Embedding

Related Docs: object Embedding | package layers

Permalink

case class Embedding(name: String, vocabularySize: Int, embeddingSize: Int, dataType: types.DataType, partitionStrategy: ops.Embedding.PartitionStrategy = ops.Embedding.ModStrategy, transformFn: (ops.Output) ⇒ ops.Output = null, maxNorm: tensors.Tensor = null) extends Layer[ops.Output, ops.Output] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Layer[ops.Output, ops.Output], AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Embedding
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Layer
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Embedding(name: String, vocabularySize: Int, embeddingSize: Int, dataType: types.DataType, partitionStrategy: ops.Embedding.PartitionStrategy = ops.Embedding.ModStrategy, transformFn: (ops.Output) ⇒ ops.Output = null, maxNorm: tensors.Tensor = null)

    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[ops.Output, ops.Output]): Concatenate[ops.Output, ops.Output]

    Permalink
    Definition Classes
    Layer

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

    Permalink
    Definition Classes
    Layer

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Layer

  7. def _forward(input: ops.Output, mode: Mode): ops.Output

    Permalink
    Attributes
    protected
    Definition Classes
    Embedding → Layer

  8. def apply(input: ops.Output, mode: Mode): ops.Output

    Permalink
    Definition Classes
    Layer

  9. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  10. def clone(): AnyRef

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

  11. def compose[S](other: Layer[ops.Output, S]): Compose[ops.Output, ops.Output, S]

    Permalink
    Definition Classes
    Layer

  12. def concatenate(others: Layer[ops.Output, ops.Output]*): Concatenate[ops.Output, ops.Output]

    Permalink
    Definition Classes
    Layer

  13. implicit val context: DynamicVariable[LayerCreationContext]

    Permalink
    Definition Classes
    Layer

  14. val dataType: types.DataType

    Permalink

  15. val embeddingSize: Int

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  17. def finalize(): Unit

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

  18. def forward(input: ops.Output, mode: Mode): ops.Output

    Permalink
    Definition Classes
    Layer

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

    Permalink
    Definition Classes
    AnyRef → Any

  20. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  21. val layerType: String

    Permalink
    Definition Classes
    Embedding → Layer

  22. val maxNorm: tensors.Tensor

    Permalink

  23. val name: String

    Permalink
    Definition Classes
    Embedding → Layer

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

    Permalink
    Definition Classes
    AnyRef

  25. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  26. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  27. val partitionStrategy: ops.Embedding.PartitionStrategy

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  29. def toString(): String

    Permalink
    Definition Classes
    Layer → AnyRef → Any

  30. val transformFn: (ops.Output) ⇒ ops.Output

    Permalink

  31. val vocabularySize: Int

    Permalink

  32. final def wait(): Unit

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

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

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

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

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

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Layer[ops.Output, ops.Output]

Inherited from AnyRef

Inherited from Any

Ungrouped