breeze.linalg

NumericOps

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], AnyRef, Any
Known Subclasses
ApproximateInverseHessian, ArrayIsNumericOps, BitVector, Broadcasted, BroadcastedColumns, BroadcastedLike, BroadcastedRows, CSCMatrix, CompactHessian, Counter, Counter2, Counter2Like, CounterLike, DenseMatrix, DenseVector, FeatureVector, HashVector, Impl, Impl, Matrix, MatrixLike, Ref, SliceMatrix, SliceVector, SparseVector, StorageVector, Tensor, TensorLike, Transpose, Vector, VectorBuilder, VectorLike
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Inherited
  1. NumericOps
  2. ImmutableNumericOps
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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 %[TT >: This, B, That](b: B)(implicit op: operators.OpMod.Impl2[TT, 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 %=[TT >: This, B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[TT, B]): This

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

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

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

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

    Definition Classes
    ImmutableNumericOps

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

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

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

    Matrix multiplication (and scalar multiplication that follows standard order of operations)

    Matrix multiplication (and scalar multiplication that follows standard order of operations)

    Definition Classes
    ImmutableNumericOps

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

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

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

    Alias for :+(b) for all b.

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

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

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

    Alias for :-(b) for all b.

    Alias for :-(b) for all b.

    Definition Classes
    ImmutableNumericOps

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

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

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

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

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

    Definition Classes
    ImmutableNumericOps

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

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

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

    Element-wise inequality comparator of this and b.

    Element-wise inequality comparator of this and b.

    Definition Classes
    ImmutableNumericOps

  16. final def :%[TT >: This, B, That](b: B)(implicit op: operators.OpMod.Impl2[TT, B, That]): That

    Element-wise modulo of this and b.

    Element-wise modulo of this and b.

    Definition Classes
    ImmutableNumericOps

  17. final def :%=[TT >: This, B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[TT, B]): This

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

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

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

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

  20. final def :*[TT >: This, B, That](b: B)(implicit op: operators.OpMulScalar.Impl2[TT, B, That]): That

    Element-wise product of this and b.

    Element-wise product of this and b.

    Definition Classes
    ImmutableNumericOps

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

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

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

    Element-wise sum of this and b.

    Element-wise sum of this and b.

    Definition Classes
    ImmutableNumericOps

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

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

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

    Element-wise difference of this and b.

    Element-wise difference of this and b.

    Definition Classes
    ImmutableNumericOps

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

    Mutates this by element-wise subtraction of b from this

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

    Element-wise quotient of this and b.

    Element-wise quotient of this and b.

    Definition Classes
    ImmutableNumericOps

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

    Mutates this by element-wise division of b into this

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

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

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

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

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

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

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

    Element-wise equality comparator of this and b.

    Element-wise equality comparator of this and b.

    Definition Classes
    ImmutableNumericOps

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

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

  33. final def :>=[TT >: This, B, That](b: B)(implicit op: operators.OpGTE.Impl2[TT, B, That]): That

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

  34. final def :^[TT >: This, B, That](b: B)(implicit op: operators.OpPow.Impl2[TT, B, That]): That

    Element-wise exponentiation of this and b.

    Element-wise exponentiation of this and b.

    Definition Classes
    ImmutableNumericOps

  35. final def :^=[TT >: This, B](b: B)(implicit op: operators.OpPow.InPlaceImpl2[TT, B]): This

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

  36. final def :^^[TT >: This, B, That](b: B)(implicit op: operators.OpXor.Impl2[TT, 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

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

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

  38. final def :|[TT >: This, B, That](b: B)(implicit op: operators.OpOr.Impl2[TT, 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

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

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

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

    Definition Classes
    AnyRef → Any

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

    Shaped solve of this by b.

    Shaped solve of this by b.

    Definition Classes
    ImmutableNumericOps

  42. final def ^^[TT >: This, B, That](b: B)(implicit op: operators.OpXor.Impl2[TT, B, That]): That

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

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

    Definition Classes
    ImmutableNumericOps

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

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

  44. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  45. def clone(): AnyRef

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

  46. final def dot[TT >: This, B, BB >: B, That](b: B)(implicit op: operators.OpMulInner.Impl2[TT, BB, That]): That

    Inner product of this and b.

    Inner product of this and b.

    Definition Classes
    ImmutableNumericOps

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

    Definition Classes
    AnyRef

  48. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  49. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  51. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  52. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  54. final def notify(): Unit

    Definition Classes
    AnyRef

  55. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  57. final def t[TT >: This, That, Slice1, Slice2, Result](a: Slice1, b: Slice2)(implicit op: CanTranspose[TT, 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

  58. final def t[TT >: This, That](implicit op: CanTranspose[TT, That]): That

    A transposed view of this object.

    A transposed view of this object.

    Definition Classes
    ImmutableNumericOps

  59. def toString(): String

    Definition Classes
    AnyRef → Any

  60. final def unary_![TT >: This, That](implicit op: operators.OpNot.Impl[TT, That]): That

    Definition Classes
    ImmutableNumericOps

  61. final def unary_-[TT >: This, That](implicit op: operators.OpNeg.Impl[TT, That]): That

    Definition Classes
    ImmutableNumericOps

  62. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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

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

    Definition Classes
    ImmutableNumericOps

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

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

Deprecated Value Members

  1. final def norm[TT >: This, B, R](b: B)(implicit op: norm.Impl2[TT, B, R]): R

    Represents the norm of this vector

    Represents the norm of this vector

    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9) Use norm(XXX) instead of XXX.norm

  2. final def norm[TT >: This, R]()(implicit op: norm.Impl[TT, R]): R

    Represents the "natural" norm of this vector, for types that don't support arbitrary norms

    Represents the "natural" norm of this vector, for types that don't support arbitrary norms

    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9) Use norm(XXX) instead of XXX.norm

Inherited from ImmutableNumericOps[This]

Inherited from AnyRef

Inherited from Any

Ungrouped