Packages

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
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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

    The result value of forward pass

    The result value of forward pass

    Definition Classes
    DeepLearning → SimulacrumIssue82WorkAround
  2. abstract type Delta

    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]]

    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
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    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)
    Implicit
    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
    Definition Classes
    AnyRef → Any
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def ensuring(cond: (DeepLearning[Differentiable]) ⇒ Boolean, msg: ⇒ Any): DeepLearning[Differentiable]
    Implicit
    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]
    Implicit
    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]
    Implicit
    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]
    Implicit
    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
    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  14. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. def formatted(fmtstr: String): String
    Implicit
    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[_]
    Definition Classes
    AnyRef → Any
  17. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  18. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  19. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. final def notify(): Unit
    Definition Classes
    AnyRef
  21. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  22. final def predict(differentiable: Differentiable): Future[Data]

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

    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
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  28. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  29. def →[B](y: B): (DeepLearning[Differentiable], B)
    Implicit
    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