com.thoughtworks.deeplearning.array2D.optimizers

L1Regularization

trait L1Regularization extends LearningRate

Linear Supertypes
LearningRate, Optimizer, AnyRef, Any
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Inherited
  1. L1Regularization
  2. LearningRate
  3. Optimizer
  4. AnyRef
  5. Any
Implicitly
  1. by toArray2DOps
  2. by any2stringadd
  3. by any2stringfmt
  4. by any2ArrowAssoc
  5. by any2Ensuring
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Abstract Value Members

  1. abstract def currentLearningRate(): Double

    Attributes
    protected
    Definition Classes
    LearningRate

  2. abstract def l1Regularization: Double

    Attributes
    protected

Concrete 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 L1Regularization to StringAdd performed by method any2stringadd in scala.Predef.
    Definition Classes
    StringAdd

  5. def ->[B](y: B): (L1Regularization, B)

    Implicit information
    This member is added by an implicit conversion from L1Regularization to ArrowAssoc[L1Regularization] 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 dot(right: Aux[Input, dsl.Type.Batch]): Aux[Input, dsl.Type.Batch]

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Array2DOps[Input] performed by method toArray2DOps in com.thoughtworks.deeplearning.array2D. This conversion will take place only if an implicit value of type OfType[L1Regularization, Input, Array2D] is in scope.
    Definition Classes
    Array2DOps

  11. def ensuring(cond: (L1Regularization) ⇒ Boolean, msg: ⇒ Any): L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Ensuring[L1Regularization] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  12. def ensuring(cond: (L1Regularization) ⇒ Boolean): L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Ensuring[L1Regularization] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  13. def ensuring(cond: Boolean, msg: ⇒ Any): L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Ensuring[L1Regularization] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

  14. def ensuring(cond: Boolean): L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Ensuring[L1Regularization] performed by method any2Ensuring in scala.Predef.
    Definition Classes
    Ensuring

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

    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  17. def finalize(): Unit

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

  18. def formatted(fmtstr: String): String

    Implicit information
    This member is added by an implicit conversion from L1Regularization to StringFormat performed by method any2stringfmt in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()

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

    Definition Classes
    AnyRef → Any

  20. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  21. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  23. final def notify(): Unit

    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  26. def toSeq: Aux[Input, dsl.Type.Batch]

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Array2DOps[Input] performed by method toArray2DOps in com.thoughtworks.deeplearning.array2D. This conversion will take place only if an implicit value of type OfType[L1Regularization, Input, Array2D] is in scope.
    Definition Classes
    Array2DOps

  27. def toString(): String

    Definition Classes
    AnyRef → Any

  28. def unary_-: Aux[Input, dsl.Type.Batch]

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Array2DOps[Input] performed by method toArray2DOps in com.thoughtworks.deeplearning.array2D. This conversion will take place only if an implicit value of type OfType[L1Regularization, Input, Array2D] is in scope.
    Definition Classes
    Array2DOps

  29. def updateNDArray(oldValue: INDArray, delta: INDArray): INDArray

    Definition Classes
    L1Regularization → LearningRate → Optimizer

  30. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  33. def →[B](y: B): (L1Regularization, B)

    Implicit information
    This member is added by an implicit conversion from L1Regularization to ArrowAssoc[L1Regularization] 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 L1Regularization 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:
    (l1Regularization: StringAdd).self
    Definition Classes
    StringAdd

  2. val self: Any

    Implicit information
    This member is added by an implicit conversion from L1Regularization 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:
    (l1Regularization: StringFormat).self
    Definition Classes
    StringFormat

Deprecated Value Members

  1. def x: L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to ArrowAssoc[L1Regularization] 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:
    (l1Regularization: ArrowAssoc[L1Regularization]).x
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use leftOfArrow instead

  2. def x: L1Regularization

    Implicit information
    This member is added by an implicit conversion from L1Regularization to Ensuring[L1Regularization] 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:
    (l1Regularization: Ensuring[L1Regularization]).x
    Definition Classes
    Ensuring
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) Use resultOfEnsuring instead

Inherited from LearningRate

Inherited from Optimizer

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion toArray2DOps from L1Regularization to Array2DOps[Input]

Inherited by implicit conversion any2stringadd from L1Regularization to StringAdd

Inherited by implicit conversion any2stringfmt from L1Regularization to StringFormat

Inherited by implicit conversion any2ArrowAssoc from L1Regularization to ArrowAssoc[L1Regularization]

Inherited by implicit conversion any2Ensuring from L1Regularization to Ensuring[L1Regularization]

Ungrouped