Matrix

Value Members

1. final def !=(arg0: AnyRef): Boolean

   Definition Classes

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2. final def !=(arg0: Any): Boolean

   Definition Classes

   Any

3. final def ##(): Int

   Definition Classes

   AnyRef → Any

4. def *[That, Res](that: That)(implicit prod: MatrixProduct[Matrix[RowT, ColT, ValT], That, Res]): Res

5. def +(that: Matrix[RowT, ColT, ValT])(implicit mon: Monoid[ValT]): Matrix[RowT, ColT, ValT]

6. def -(that: Matrix[RowT, ColT, ValT])(implicit grp: Group[ValT]): Matrix[RowT, ColT, ValT]

7. def /(that: Scalar[ValT])(implicit field: algebird.Field[ValT]): Matrix[RowT, ColT, ValT]

8. def /(that: LiteralScalar[ValT])(implicit field: algebird.Field[ValT]): Matrix[RowT, ColT, ValT]

9. final def ==(arg0: AnyRef): Boolean

   Definition Classes

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

    Definition Classes

    Any

11. final def asInstanceOf[T0]: T0

    Definition Classes

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12. def binarizeAs[NewValT](implicit mon: Monoid[ValT], ring: Ring[NewValT]): Matrix[RowT, ColT, NewValT]

13. def clone(): AnyRef

    Attributes

    protected[java.lang]

    Definition Classes

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    Annotations

    @throws( ... )

14. def colL0Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

15. def colL1Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

16. def colL2Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

17. def colMeanCentering(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

18. def colSizeAveStdev(implicit ev: =:=[ValT, Double]): Matrix[ColT, Int, Double]

19. val colSym: Symbol

20. def diagonal(implicit ev: =:=[RowT, ColT]): DiagonalMatrix[RowT, ValT]

21. def elemWiseOp(that: Matrix[RowT, ColT, ValT])(fn: (ValT, ValT) ⇒ ValT)(implicit mon: Monoid[ValT]): Matrix[RowT, ColT, ValT]

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

    Definition Classes

    AnyRef

23. def equals(that: Any): Boolean

    Definition Classes

    Matrix → AnyRef → Any

24. def fields: Fields

    Definition Classes

    Matrix → WrappedPipe

25. def filterValues(fn: (ValT) ⇒ Boolean): Matrix[RowT, ColT, ValT]

26. def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

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    Annotations

    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes

    AnyRef → Any

28. def getCol(index: ColT): ColVector[RowT, ValT]

29. def getRow(index: RowT): RowVector[ColT, ValT]

30. def hProd(mat: Matrix[RowT, ColT, ValT])(implicit ring: Ring[ValT]): Matrix[RowT, ColT, ValT]

31. def hasHint: Boolean

32. def hashCode(): Int

    Definition Classes

    Matrix → AnyRef → Any

33. final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

34. def keepColsBy[ValU](that: RowVector[ColT, ValU]): Matrix[RowT, ColT, ValT]

    keeps only those cols that are in the joining rows

35. def keepElementsBy[ValU](that: Matrix[RowT, ColT, ValU]): Matrix[RowT, ColT, ValT]

    keep only elements in this matrix that also appear in the argument matrix

36. def keepRowsBy[ValU](that: ColVector[RowT, ValU]): Matrix[RowT, ColT, ValT]

    keeps only those rows that are in the joining column

37. lazy val mainDiagonal: DiagonalMatrix[RowT, ValT]

    Attributes

    protected

38. def mapCols(fn: (Iterable[(RowT, ValT)]) ⇒ Iterable[(RowT, ValT)])(implicit mon: Monoid[ValT]): Matrix[RowT, ColT, ValT]

39. def mapRows(fn: (Iterable[(ColT, ValT)]) ⇒ Iterable[(ColT, ValT)])(implicit mon: Monoid[ValT]): Matrix[RowT, ColT, ValT]

40. def mapValues[ValU](fn: (ValT) ⇒ ValU)(implicit mon: Monoid[ValU]): Matrix[RowT, ColT, ValU]

41. def mapWithIndex[ValNew](fn: (ValT, RowT, ColT) ⇒ ValNew)(implicit mon: Monoid[ValNew]): Matrix[RowT, ColT, ValNew]

    like zipWithIndex.

    like zipWithIndex.map but ONLY CHANGES THE VALUE not the index. Note you will only see non-zero elements on the matrix. This does not enumerate the zeros

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

    Definition Classes

    AnyRef

43. def nonZerosWith[ValU](that: LiteralScalar[ValU]): Matrix[RowT, ColT, (ValT, ValU)]

44. def nonZerosWith[ValU](that: Scalar[ValU]): Matrix[RowT, ColT, (ValT, ValU)]

45. final def notify(): Unit

    Definition Classes

    AnyRef

46. final def notifyAll(): Unit

    Definition Classes

    AnyRef

47. lazy val pipe: Pipe

    Definition Classes

    Matrix → WrappedPipe

48. def pipeAs(toFields: Fields): Pipe

49. def propagate[ColValT](vec: ColVector[ColT, ColValT])(implicit ev: =:=[ValT, Boolean], monT: Monoid[ColValT]): ColVector[RowT, ColValT]

    Considering the matrix as a graph, propagate the column: Does the calculation: \sum_{j where M(i,j) == true) c_j

50. def reduceColVectors(fn: (ValT, ValT) ⇒ ValT)(implicit mon: Monoid[ValT]): ColVector[RowT, ValT]

51. def reduceRowVectors(fn: (ValT, ValT) ⇒ ValT)(implicit mon: Monoid[ValT]): RowVector[ColT, ValT]

52. def removeColsBy[ValU](that: RowVector[ColT, ValU]): Matrix[RowT, ColT, ValT]

    removes those cols that are in the joining column

53. def removeElementsBy[ValU](that: Matrix[RowT, ColT, ValU]): Matrix[RowT, ColT, ValT]

    removes any elements in this matrix that also appear in the argument matrix

54. def removeRowsBy[ValU](that: ColVector[RowT, ValU]): Matrix[RowT, ColT, ValT]

    removes those rows that are in the joining column

55. def rowColValSymbols: Fields

56. lazy val rowL0Norm: Matrix[RowT, ColT, Double]

    Attributes

    protected

57. def rowL0Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

58. lazy val rowL1Norm: Matrix[RowT, ColT, Double]

    Attributes

    protected

59. def rowL1Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

60. lazy val rowL2Norm: Matrix[RowT, ColT, Double]

    Attributes

    protected

61. def rowL2Normalize(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

62. def rowMeanCentering(implicit ev: =:=[ValT, Double]): Matrix[RowT, ColT, Double]

63. def rowSizeAveStdev(implicit ev: =:=[ValT, Double]): Matrix[RowT, Int, Double]

64. val rowSym: Symbol

65. val sizeHint: SizeHint

66. def sum(implicit mon: Monoid[ValT]): Scalar[ValT]

67. def sumColVectors(implicit mon: Monoid[ValT]): ColVector[RowT, ValT]

68. def sumRowVectors(implicit mon: Monoid[ValT]): RowVector[ColT, ValT]

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

    Definition Classes

    AnyRef

70. def toBlockMatrix[G](grouping: (RowT) ⇒ (G, RowT)): BlockMatrix[G, RowT, ColT, ValT]

71. def toString(): String

    Definition Classes

    AnyRef → Any

72. def topColElems(k: Int)(implicit ord: Ordering[ValT]): Matrix[RowT, ColT, ValT]

73. def topRowElems(k: Int)(implicit ord: Ordering[ValT]): Matrix[RowT, ColT, ValT]

74. def topRowWithTiny(k: Int)(implicit ord: Ordering[ValT]): Matrix[RowT, ColT, ValT]

    Attributes

    protected

75. def trace(implicit mon: Monoid[ValT], ev: =:=[RowT, ColT]): Scalar[ValT]

76. def transpose: Matrix[ColT, RowT, ValT]

77. val valSym: Symbol

78. final def wait(): Unit

    Definition Classes

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    Annotations

    @throws( ... )

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

    Definition Classes

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    Annotations

    @throws( ... )

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

    Definition Classes

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    Annotations

    @throws( ... )

81. def withSizeHint(sh: SizeHint): Matrix[RowT, ColT, ValT]

82. def write(src: Source, outFields: Fields = Fields.NONE)(implicit fd: FlowDef, mode: Mode): Matrix[RowT, ColT, ValT]

    Write the matrix, optionally renaming row,col,val fields to the given fields then return this.

83. def writePipe(src: Source, outFields: Fields = Fields.NONE)(implicit fd: FlowDef, mode: Mode): Unit

    Definition Classes

    WrappedPipe

84. def zip[ValU](that: Matrix[RowT, ColT, ValU])(implicit pairMonoid: Monoid[(ValT, ValU)]): Matrix[RowT, ColT, (ValT, ValU)]

85. def zip[ValU](that: RowVector[ColT, ValU])(implicit pairMonoid: Monoid[(ValT, ValU)]): Matrix[RowT, ColT, (ValT, ValU)]

86. def zip[ValU](that: ColVector[RowT, ValU])(implicit pairMonoid: Monoid[(ValT, ValU)]): Matrix[RowT, ColT, (ValT, ValU)]