Matrix

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

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

   

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

   

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

   

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

   

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

   

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

   

   Definition Classes

   AnyRef → Any

9. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

    

11. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

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

    

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

    

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

    

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

    

17. val colSym: Symbol

    

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

    

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

    

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

    

    Definition Classes

    AnyRef

21. def equals(that: Any): Boolean

    

    Definition Classes

    Matrix → AnyRef → Any

22. def fields: Fields

    

    Definition Classes

    Matrix → WrappedPipe

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

    

24. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    AnyRef → Any

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

    

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

    

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

    

29. def hasHint: Boolean

    

30. def hashCode(): Int

    

    Definition Classes

    Matrix → AnyRef → Any

31. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    keeps only those cols that are in the joining rows

33. 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

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

    

    keeps only those rows that are in the joining column

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

    

    Attributes

    protected

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

    

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

    

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

    

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

    

    like zipWithIndex.map but ONLY CHANGES THE VALUE not the index.

    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

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

    

    Definition Classes

    AnyRef

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

    

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

    

43. final def notify(): Unit

    

    Definition Classes

    AnyRef

44. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

45. lazy val pipe: Pipe

    

    Definition Classes

    Matrix → WrappedPipe

46. def pipeAs(toFields: Fields): Pipe

    

47. 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

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

    

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

    

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

    

    removes those cols that are in the joining column

51. 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

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

    

    removes those rows that are in the joining column

53. def rowColValSymbols: Fields

    

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

    

    Attributes

    protected

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

    

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

    

    Attributes

    protected

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

    

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

    

    Attributes

    protected

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

    

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

    

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

    

62. val rowSym: Symbol

    

63. val sizeHint: SizeHint

    

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

    

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

    

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

    

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

    

    Definition Classes

    AnyRef

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

    

69. def toString(): String

    

    Definition Classes

    AnyRef → Any

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

    

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

    

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

    

    Attributes

    protected

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

    

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

    

75. val valSym: Symbol

    

76. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

80. 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.

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

    

    Definition Classes

    WrappedPipe

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

    

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

    

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