com.thoughtworks.deeplearning.DifferentiableINDArray.Optimizers

Adagrad

trait Adagrad extends Optimizer

Linear Supertypes
Optimizer, AnyRef, Any
Type Hierarchy Learn more about scaladoc diagrams
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. Adagrad
  2. Optimizer
  3. AnyRef
  4. Any
Implicitly
  1. by toINDArrayLayerOps
  2. by any2stringadd
  3. by any2stringfmt
  4. by any2ArrowAssoc
  5. by any2Ensuring
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. def +(other: String): String

    Implicit information
    This member is added by an implicit conversion from Adagrad to StringAdd performed by method any2stringadd in scala.Predef.
    Definition Classes
    StringAdd

  5. def ->[B](y: B): (Adagrad, B)

    Implicit information
    This member is added by an implicit conversion from Adagrad to ArrowAssoc[Adagrad] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()

  6. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  9. def clone(): AnyRef

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

  10. def convn(weight: Aux[Input, Batch], bias: Aux[Input, Batch], kernel: (Int, Int), stride: (Int, Int), padding: (Int, Int)): Aux[Input, Batch]

    calculate the convolution

    calculate the convolution

    weight

    4 dimensions weight

    bias

    1 dimension bias

    kernel

    the kernel width and height

    stride

    the stride width and height

    padding

    the padding width and height

    returns

    convolution result

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  11. def currentDelta(oldValue: INDArray, delta: INDArray): INDArray

    Definition Classes
    Adagrad → Optimizer

  12. def dot(right: Aux[Input, Batch]): Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  13. def dynamicReshape(newShape: Aux[Input, Aux[Seq[Int], (Int, Float)]]): Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  14. def ensuring(cond: (Adagrad) ⇒ Boolean, msg: ⇒ Any): Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to Ensuring[Adagrad] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  15. def ensuring(cond: (Adagrad) ⇒ Boolean): Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to Ensuring[Adagrad] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  16. def ensuring(cond: Boolean, msg: ⇒ Any): Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to Ensuring[Adagrad] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  17. def ensuring(cond: Boolean): Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to Ensuring[Adagrad] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  18. def eps(): Double

    Attributes
    protected

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

    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  21. def finalize(): Unit

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

  22. def formatted(fmtstr: String): String

    Implicit information
    This member is added by an implicit conversion from Adagrad to StringFormat performed by method any2stringfmt in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

    Definition Classes
    AnyRef → Any

  24. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  25. def im2col(kernel: Array[Int], stride: Array[Int], padding: Array[Int]): Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  26. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  27. def maxPool(dimensions: Int*): Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  28. def mean: Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

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

    Definition Classes
    AnyRef

  30. final def notify(): Unit

    Definition Classes
    AnyRef

  31. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  32. def permute(newShape: Aux[Input, Aux[Int, Float]]*): Aux[Input, Batch]

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def permute[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Batch]

  33. def permute(newShape: Int*): Aux[Input, Batch]

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def permute[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Batch]

  34. def reshape(newShape: Aux[Input, Aux[Int, Float]]*): Aux[Input, Batch]

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def reshape[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Batch]

  35. def reshape(newShape: Int*): Aux[Input, Batch]

    [use case]

    [use case]
    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps
    Full Signature

    def reshape[Element](newShape: Element*)(implicit toLayer: Aux[Element, Input, Int, Float]): Aux[Input, Batch]

  36. def shape: Aux[Input, Aux[Seq[Int], (Int, Float)]]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  37. def sum(dimensions: Int*): Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  38. def sum: Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

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

    Definition Classes
    AnyRef

  40. def toSeq: Aux[Input, Aux[Seq[Seq[Double]], (Int, (Int, Double))]]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  41. def toString(): String

    Definition Classes
    AnyRef → Any

  42. def unary_-: Aux[Input, Batch]

    Implicit information
    This member is added by an implicit conversion from Adagrad to INDArrayLayerOps[Input] performed by method toINDArrayLayerOps in com.thoughtworks.deeplearning.DifferentiableINDArray. This conversion will take place only if an implicit value of type Aux[Adagrad, Input, OutputData, OutputDelta] is in scope and at the same time an implicit value of type <:<[Aux[Input, Aux[OutputData, OutputDelta]], Aux[Input, Aux[INDArray, INDArray]]] is in scope.
    Definition Classes
    INDArrayLayerOps

  43. final def updateNDArray(oldValue: INDArray, delta: INDArray): INDArray

    Definition Classes
    Optimizer

  44. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  47. def →[B](y: B): (Adagrad, B)

    Implicit information
    This member is added by an implicit conversion from Adagrad to ArrowAssoc[Adagrad] performed by method any2ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Shadowed Implicit Value Members

  1. val self: Any

    Implicit information
    This member is added by an implicit conversion from Adagrad to StringAdd performed by method any2stringadd in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (adagrad: StringAdd).self
    Definition Classes
    StringAdd

  2. val self: Any

    Implicit information
    This member is added by an implicit conversion from Adagrad to StringFormat performed by method any2stringfmt in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (adagrad: StringFormat).self
    Definition Classes
    StringFormat

Deprecated Value Members

  1. def x: Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to ArrowAssoc[Adagrad] performed by method any2ArrowAssoc in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (adagrad: ArrowAssoc[Adagrad]).x
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use leftOfArrow instead

  2. def x: Adagrad

    Implicit information
    This member is added by an implicit conversion from Adagrad to Ensuring[Adagrad] performed by method any2Ensuring in scala.Predef.
    Shadowing
    This implicitly inherited member is ambiguous. One or more implicitly inherited members have similar signatures, so calling this member may produce an ambiguous implicit conversion compiler error.
    To access this member you can use a type ascription:
    (adagrad: Ensuring[Adagrad]).x
    Definition Classes
    Ensuring
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use resultOfEnsuring instead

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toINDArrayLayerOps from Adagrad to INDArrayLayerOps[Input]

Inherited by implicit conversion any2stringadd from Adagrad to StringAdd

Inherited by implicit conversion any2stringfmt from Adagrad to StringFormat

Inherited by implicit conversion any2ArrowAssoc from Adagrad to ArrowAssoc[Adagrad]

Inherited by implicit conversion any2Ensuring from Adagrad to Ensuring[Adagrad]

Ungrouped