Packages

trait NumericOps[+This] extends ImmutableNumericOps[This]

In some sense, this is the real root of the linalg hierarchy. It provides methods for doing operations on a Tensor-like thing. All methods farm out to some implicit or another. We use this when we don't care about the index into the Tensor, or if we don't really have an index.

Linear Supertypes
ImmutableNumericOps[This], HasOps, AnyRef, Any
Known Subclasses
FeatureVector, BitVector, Broadcasted, BroadcastedColumns, BroadcastedLike, BroadcastedRows, CSCMatrix, Counter, Impl, Counter2, Impl, Counter2Like, CounterLike, DenseMatrix, DenseVector, HashVector, Matrix, MatrixLike, ArrayIsNumericOps, SliceMatrix, SliceVector, SparseVector, StorageVector, Tensor, TensorLike, Transpose, Vector, VectorBuilder, VectorLike, Ref, ApproximateGradientFunction, BatchDiffFunction, CachedBatchDiffFunction, CachedDiffFunction, CompactHessian, DiffFunction, FisherDiffFunction, ApproximateInverseHessian, QuadraticSubproblem, SecondOrderFunction, StochasticDiffFunction, Cost, Cost, ProximalPrimal, Cost
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Inherited
  1. NumericOps
  2. ImmutableNumericOps
  3. HasOps
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. Protected

Abstract Value Members

  1. abstract def repr: This
    Definition Classes
    ImmutableNumericOps

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def %[B, That](b: B)(implicit op: operators.OpMod.Impl2[This, B, That]): That

    Alias for :%(b) when b is a scalar.

    Alias for :%(b) when b is a scalar.

    Definition Classes
    ImmutableNumericOps
  4. final def %:%[B, That](b: B)(implicit op: operators.OpMod.Impl2[This, B, That]): That

    Element-wise modulo of this and b.

    Element-wise modulo of this and b.

    Definition Classes
    ImmutableNumericOps
  5. final def %=[B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[This, B]): This

    Alias for :%=(b) when b is a scalar.

  6. final def &[B, That](b: B)(implicit op: operators.OpAnd.Impl2[This, B, That]): That

    Alias for &:&(b) for all b.

    Alias for &:&(b) for all b.

    Definition Classes
    ImmutableNumericOps
  7. final def &:&[B, That](b: B)(implicit op: operators.OpAnd.Impl2[This, B, That]): That

    Element-wise logical "and" operator -- returns true if corresponding elements are non-zero.

    Element-wise logical "and" operator -- returns true if corresponding elements are non-zero.

    Definition Classes
    ImmutableNumericOps
  8. final def &=[B](b: B)(implicit op: operators.OpAnd.InPlaceImpl2[This, B]): This

    Mutates this by element-wise and of this and b.

  9. final def *[B, That](b: B)(implicit op: operators.OpMulMatrix.Impl2[This, B, That]): That

    Matrix multiplication

    Matrix multiplication

    Definition Classes
    ImmutableNumericOps
  10. final def *:*[B, That](b: B)(implicit op: operators.OpMulScalar.Impl2[This, B, That]): That

    Element-wise product of this and b.

    Element-wise product of this and b.

    Definition Classes
    ImmutableNumericOps
  11. final def *=[B](b: B)(implicit op: operators.OpMulScalar.InPlaceImpl2[This, B]): This

    Alias for :*=(b) when b is a scalar.

  12. final def +[B, C, That](b: B)(implicit op: operators.OpAdd.Impl2[This, B, That]): That

    Alias for :+(b) for all b.

  13. final def +:+[B, That](b: B)(implicit op: operators.OpAdd.Impl2[This, B, That]): That

    Element-wise sum of this and b.

    Element-wise sum of this and b.

    Definition Classes
    ImmutableNumericOps
  14. final def +=[B](b: B)(implicit op: operators.OpAdd.InPlaceImpl2[This, B]): This

    Alias for :+=(b) for all b.

  15. final def -[B, That](b: B)(implicit op: operators.OpSub.Impl2[This, B, That]): That

    Alias for -:-(b) for all b.

    Alias for -:-(b) for all b.

    Definition Classes
    ImmutableNumericOps
  16. final def -:-[B, That](b: B)(implicit op: operators.OpSub.Impl2[This, B, That]): That

    Element-wise difference of this and b.

    Element-wise difference of this and b.

    Definition Classes
    ImmutableNumericOps
  17. final def -=[B](b: B)(implicit op: operators.OpSub.InPlaceImpl2[This, B]): This

    Alias for :-=(b) for all b.

  18. final def /[B, That](b: B)(implicit op: operators.OpDiv.Impl2[This, B, That]): That

    Alias for :/(b) when b is a scalar.

    Alias for :/(b) when b is a scalar.

    Definition Classes
    ImmutableNumericOps
  19. final def /:/[B, That](b: B)(implicit op: operators.OpDiv.Impl2[This, B, That]): That

    Element-wise quotient of this and b.

    Element-wise quotient of this and b.

    Definition Classes
    ImmutableNumericOps
  20. final def /=[B](b: B)(implicit op: operators.OpDiv.InPlaceImpl2[This, B]): This

    Alias for :/=(b) when b is a scalar.

  21. final def :!=[B, That](b: B)(implicit op: operators.OpNe.Impl2[This, B, That]): That

    Element-wise inequality comparator of this and b.

    Element-wise inequality comparator of this and b.

    Definition Classes
    ImmutableNumericOps
  22. final def :%=[B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[This, B]): This

    Mutates this by element-wise modulo of b into this.

  23. final def :&=[B](b: B)(implicit op: operators.OpAnd.InPlaceImpl2[This, B]): This

    Mutates this by element-wise and of this and b.

  24. final def :*=[B](b: B)(implicit op: operators.OpMulScalar.InPlaceImpl2[This, B]): This

    Mutates this by element-wise multiplication of b into this.

  25. final def :+=[B](b: B)(implicit op: operators.OpAdd.InPlaceImpl2[This, B]): This

    Mutates this by element-wise addition of b into this.

  26. final def :-=[B](b: B)(implicit op: operators.OpSub.InPlaceImpl2[This, B]): This

    Mutates this by element-wise subtraction of b from this

  27. final def :/=[B](b: B)(implicit op: operators.OpDiv.InPlaceImpl2[This, B]): This

    Mutates this by element-wise division of b into this

  28. final def :=[B](b: B)(implicit op: operators.OpSet.InPlaceImpl2[This, B]): This

    Mutates this by element-wise assignment of b into this.

  29. final def :==[B, That](b: B)(implicit op: operators.OpEq.Impl2[This, B, That]): That

    Element-wise equality comparator of this and b.

    Element-wise equality comparator of this and b.

    Definition Classes
    ImmutableNumericOps
  30. final def :^=[B](b: B)(implicit op: operators.OpPow.InPlaceImpl2[This, B]): This

    Mutates this by element-wise exponentiation of this by b.

  31. final def :^^=[B](b: B)(implicit op: operators.OpXor.InPlaceImpl2[This, B]): This

    Mutates this by element-wise xor of this and b.

  32. final def :|=[B](b: B)(implicit op: operators.OpOr.InPlaceImpl2[This, B]): This

    Mutates this by element-wise or of this and b.

  33. final def <:<[B, That](b: B)(implicit op: operators.OpLT.Impl2[This, B, That]): That

    Element-wise less=than comparator of this and b.

  34. final def <:=[B, That](b: B)(implicit op: operators.OpLTE.Impl2[This, B, That]): That

    Element-wise less-than-or-equal-to comparator of this and b.

  35. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. final def >:=[B, That](b: B)(implicit op: operators.OpGTE.Impl2[This, B, That]): That

    Element-wise greater-than-or-equal-to comparator of this and b.

  37. final def >:>[B, That](b: B)(implicit op: operators.OpGT.Impl2[This, B, That]): That

    Element-wise greater-than comparator of this and b.

  38. def \[B, That](b: B)(implicit op: operators.OpSolveMatrixBy.Impl2[This, B, That]): That

    Shaped solve of this by b.

    Shaped solve of this by b.

    Definition Classes
    ImmutableNumericOps
  39. final def ^:^[B, That](b: B)(implicit op: operators.OpPow.Impl2[This, B, That]): That

    Element-wise exponentiation of this and b.

    Element-wise exponentiation of this and b.

    Definition Classes
    ImmutableNumericOps
  40. final def ^^[B, That](b: B)(implicit op: operators.OpXor.Impl2[This, B, That]): That

    Alias for :^^(b) for all b.

    Alias for :^^(b) for all b.

    Definition Classes
    ImmutableNumericOps
  41. final def ^^:^^[B, That](b: B)(implicit op: operators.OpXor.Impl2[This, B, That]): That

    Element-wise logical "xor" operator -- returns true if only one of the corresponding elements is non-zero.

    Element-wise logical "xor" operator -- returns true if only one of the corresponding elements is non-zero.

    Definition Classes
    ImmutableNumericOps
  42. final def ^^=[B](b: B)(implicit op: operators.OpXor.InPlaceImpl2[This, B]): This

    Mutates this by element-wise xor of this and b.

  43. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  44. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @IntrinsicCandidate()
  45. final def dot[B, BB >: B, That](b: B)(implicit op: operators.OpMulInner.Impl2[This, BB, That]): That

    Inner product of this and b.

    Inner product of this and b.

    Definition Classes
    ImmutableNumericOps
  46. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  47. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  48. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  50. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  51. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  52. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  53. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  54. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  55. final def t[That, Slice1, Result](a: Slice1)(implicit op: CanTranspose[This, That], canSlice: CanSlice[That, Slice1, Result]): Result

    A transposed view of this object, followed by a slice.

    A transposed view of this object, followed by a slice. Sadly frequently necessary.

    Definition Classes
    ImmutableNumericOps
  56. final def t[That, Slice1, Slice2, Result](a: Slice1, b: Slice2)(implicit op: CanTranspose[This, That], canSlice: CanSlice2[That, Slice1, Slice2, Result]): Result

    A transposed view of this object, followed by a slice.

    A transposed view of this object, followed by a slice. Sadly frequently necessary.

    Definition Classes
    ImmutableNumericOps
  57. final def t[That](implicit op: CanTranspose[This, That]): That

    A transposed view of this object.

    A transposed view of this object.

    Definition Classes
    ImmutableNumericOps
  58. def toString(): String
    Definition Classes
    AnyRef → Any
  59. final def unary_![That](implicit op: operators.OpNot.Impl[This, That]): That
    Definition Classes
    ImmutableNumericOps
  60. final def unary_-[That](implicit op: operators.OpNeg.Impl[This, That]): That
    Definition Classes
    ImmutableNumericOps
  61. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  62. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  63. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  64. final def |[B, That](b: B)(implicit op: operators.OpOr.Impl2[This, B, That]): That

    Alias for :||(b) for all b.

    Alias for :||(b) for all b.

    Definition Classes
    ImmutableNumericOps
  65. final def |:|[B, That](b: B)(implicit op: operators.OpOr.Impl2[This, B, That]): That

    Element-wise logical "or" operator -- returns true if either element is non-zero.

    Element-wise logical "or" operator -- returns true if either element is non-zero.

    Definition Classes
    ImmutableNumericOps
  66. final def |=[B](b: B)(implicit op: operators.OpOr.InPlaceImpl2[This, B]): This

    Mutates this by element-wise or of this and b.

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

Inherited from ImmutableNumericOps[This]

Inherited from HasOps

Inherited from AnyRef

Inherited from Any

Ungrouped