Trait/Object

com.thoughtworks.deeplearning

DeepLearning

Related Docs: object DeepLearning | package deeplearning

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trait DeepLearning[Differentiable] extends SimulacrumIssue82WorkAround[Differentiable] with Serializable

A type class that witnesses Differentiable is a differentiable expression.

Common differentiable types that supports DeepLearning are:

Source
DeepLearning.scala
Note

The Scaladoc of members of trait DeepLearning are defined inside SimulacrumIssue82WorkAround, in case of https://github.com/mpilquist/simulacrum/issues/82

Linear Supertypes
Serializable, Serializable, SimulacrumIssue82WorkAround[Differentiable], AnyRef, Any
Type Hierarchy
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DeepLearning
  2. Serializable
  3. Serializable
  4. SimulacrumIssue82WorkAround
  5. AnyRef
  6. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type Data

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    The result value of forward pass

    The result value of forward pass

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround
  2. abstract type Delta

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    The partial derivative for Data

    The partial derivative for Data

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround

Abstract Value Members

  1. abstract def forward(differentiable: Differentiable): Do[Tape[Data, Delta]]

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    Returns an asynchronous Do of forward pass, which creates a wengert list.

    Returns an asynchronous Do of forward pass, which creates a wengert list.

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround

Concrete 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: String): String

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to any2stringadd[DeepLearning[Differentiable]] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (DeepLearning[Differentiable], B)

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to ArrowAssoc[DeepLearning[Differentiable]] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def ensuring(cond: (DeepLearning[Differentiable]) ⇒ Boolean, msg: ⇒ Any): DeepLearning[Differentiable]

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to Ensuring[DeepLearning[Differentiable]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  9. def ensuring(cond: (DeepLearning[Differentiable]) ⇒ Boolean): DeepLearning[Differentiable]

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to Ensuring[DeepLearning[Differentiable]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: Boolean, msg: ⇒ Any): DeepLearning[Differentiable]

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to Ensuring[DeepLearning[Differentiable]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean): DeepLearning[Differentiable]

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to Ensuring[DeepLearning[Differentiable]] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  14. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. def formatted(fmtstr: String): String

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    Implicit information
    This member is added by an implicit conversion from DeepLearning[Differentiable] to StringFormat[DeepLearning[Differentiable]] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  16. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  17. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  19. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  20. final def notify(): Unit

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    Definition Classes
    AnyRef
  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  22. final def predict(differentiable: Differentiable): Future[Data]

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    Returns a Future of the data of the differentiable expression.

    Returns a Future of the data of the differentiable expression.

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround
  23. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  24. def toString(): String

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    Definition Classes
    AnyRef → Any
  25. final def train(differentiable: Differentiable)(implicit monoid: MultiplicativeMonoid[Delta]): Future[Data]

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    Returns a Future that updates Weight internally used by differentiable.

    Returns a Future that updates Weight internally used by differentiable.

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround
  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  28. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  29. def [B](y: B): (DeepLearning[Differentiable], B)

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

Inherited from Serializable

Inherited from Serializable

Inherited from SimulacrumIssue82WorkAround[Differentiable]

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd from DeepLearning[Differentiable] to any2stringadd[DeepLearning[Differentiable]]

Inherited by implicit conversion StringFormat from DeepLearning[Differentiable] to StringFormat[DeepLearning[Differentiable]]

Inherited by implicit conversion Ensuring from DeepLearning[Differentiable] to Ensuring[DeepLearning[Differentiable]]

Inherited by implicit conversion ArrowAssoc from DeepLearning[Differentiable] to ArrowAssoc[DeepLearning[Differentiable]]

Ungrouped