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org.platanios.tensorflow.api.ops

Math

Related Doc: package ops

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object Math extends Math

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Math, AnyRef, Any
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Type Members

  1. case class MathOps(output: Output) extends Product with Serializable

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. def abs[T <: OutputLike](x: T, name: String = "Abs")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  5. def acos[T](x: T, name: String = "Acos")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  6. def acosh[T](x: T, name: String = "ACosh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  7. def add(x: Output, y: Output, name: String = "Add"): Output

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    Definition Classes
    Math

  8. def addN(inputs: Seq[Output], name: String = "AddN"): Output

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    Definition Classes
    Math

  9. def all(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "All"): Output

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    Definition Classes
    Math

  10. def angle[T <: OutputLike](input: T, name: String = "Angle")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math
    Annotations
    @throws( ... )

  11. def any(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Any"): Output

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    Definition Classes
    Math

  12. def approximatelyEqual(x: Output, y: Output, tolerance: Float = 0.00001f, name: String = "ApproximatelyEqual"): Output

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    Definition Classes
    Math

  13. def argmax(input: Output, axes: Output = 0, outputDataType: types.DataType = INT64, name: String = "ArgMax"): Output

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    Definition Classes
    Math

  14. def argmin(input: Output, axes: Output = 0, outputDataType: types.DataType = INT64, name: String = "ArgMin"): Output

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    Definition Classes
    Math
    Annotations
    @throws( ... )

  15. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  16. def asin[T](x: T, name: String = "Asin")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  17. def asinh[T](x: T, name: String = "ASinh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  18. def atan[T](x: T, name: String = "Atan")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  19. def atan2(x: Output, y: Output, name: String = "ATan2"): Output

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    Definition Classes
    Math

  20. def atanh[T](x: T, name: String = "ATanh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  21. def binCount(input: Output, weights: Output = null, minLength: Output = null, maxLength: Output = null, dataType: types.DataType = INT32, name: String = "BinCount"): Output

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    Definition Classes
    Math

  22. def bitcast(input: Output, dataType: types.DataType, name: String = "Bitcast"): Output

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    Definition Classes
    Math

  23. def bucketize(input: Output, boundaries: Seq[Float], name: String = "Bucketize"): Output

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    Definition Classes
    Math

  24. def cast[T <: OutputLike](x: T, dataType: types.DataType, name: String = "Cast")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  25. def ceil[T](x: T, name: String = "Ceil")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  26. def clone(): AnyRef

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

  27. def complex(real: Output, imag: Output, name: String = "Complex"): Output

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    Definition Classes
    Math

  28. def conjugate[T <: OutputLike](input: T, name: String = "Conjugate")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math
    Annotations
    @throws( ... )

  29. def cos[T](x: T, name: String = "Cos")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  30. def cosh[T](x: T, name: String = "Cosh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  31. def countNonZero(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "CountNonZero"): Output

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    Definition Classes
    Math

  32. def cross(a: Output, b: Output, name: String = "Cross"): Output

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    Definition Classes
    Math

  33. def cumprod(input: Output, axis: Output = 0, exclusive: Boolean = false, reverse: Boolean = false, name: String = "CumProd"): Output

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    Definition Classes
    Math

  34. def cumsum(input: Output, axis: Output = 0, exclusive: Boolean = false, reverse: Boolean = false, name: String = "CumSum"): Output

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    Definition Classes
    Math

  35. def diag(diagonal: Output, name: String = "Diag"): Output

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    Definition Classes
    Math

  36. def diagPart(input: Output, name: String = "DiagPart"): Output

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    Definition Classes
    Math

  37. def digamma[T](x: T, name: String = "Digamma")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  38. def divide(x: Output, y: Output, name: String = "Div"): Output

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    Definition Classes
    Math

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

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    Definition Classes
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  40. def equal(x: Output, y: Output, name: String = "Equal"): Output

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    Definition Classes
    Math

  41. def equals(arg0: Any): Boolean

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    Definition Classes
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  42. def erf[T](x: T, name: String = "Erf")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  43. def erfc[T](x: T, name: String = "Erfc")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  44. def exp[T](x: T, name: String = "Exp")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  45. def expm1[T](x: T, name: String = "Expm1")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  46. def finalize(): Unit

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

  47. def floor[T](x: T, name: String = "Floor")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  48. def floorMod(x: Output, y: Output, name: String = "FloorMod"): Output

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    Definition Classes
    Math

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

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  50. def greater(x: Output, y: Output, name: String = "Greater"): Output

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    Definition Classes
    Math

  51. def greaterEqual(x: Output, y: Output, name: String = "GreaterEqual"): Output

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    Definition Classes
    Math

  52. def hashCode(): Int

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  53. def igamma(a: Output, x: Output, name: String = "Igamma"): Output

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    Definition Classes
    Math

  54. def igammac(a: Output, x: Output, name: String = "Igammac"): Output

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    Math

  55. def imag[T <: OutputLike](input: T, name: String = "Imag")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  56. def incompleteBeta(a: Output, b: Output, x: Output, name: String = "IncompleteBeta"): Output

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    Definition Classes
    Math

  57. def isFinite[T](x: T, name: String = "IsFinite")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  58. def isInf[T](x: T, name: String = "IsInf")(implicit arg0: OutputOps[T]): T

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    Math

  59. final def isInstanceOf[T0]: Boolean

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  60. def isNaN[T](x: T, name: String = "IsNaN")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  61. def less(x: Output, y: Output, name: String = "Less"): Output

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    Definition Classes
    Math

  62. def lessEqual(x: Output, y: Output, name: String = "LessEqual"): Output

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    Definition Classes
    Math

  63. def linspace(start: Output, stop: Output, numberOfValues: Output, name: String = "LinSpace"): Output

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    Definition Classes
    Math

  64. def log[T](x: T, name: String = "Log")(implicit arg0: OutputOps[T]): T

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    Math

  65. def log1p[T](x: T, name: String = "Log1p")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  66. def logGamma[T](x: T, name: String = "Lgamma")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  67. def logSumExp(input: Output, axes: Seq[Int] = null, keepDims: Boolean = false, name: String = "LogSumExp"): Output

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    Definition Classes
    Math

  68. def logicalAnd(x: Output, y: Output, name: String = "LogicalAnd"): Output

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    Definition Classes
    Math

  69. def logicalNot(x: Output, name: String = "LogicalNot"): Output

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    Definition Classes
    Math

  70. def logicalOr(x: Output, y: Output, name: String = "LogicalOr"): Output

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    Definition Classes
    Math

  71. def logicalXOr(x: Output, y: Output, name: String = "LogicalXOr"): Output

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    Definition Classes
    Math

  72. def matmul(a: Output, b: Output, transposeA: Boolean = false, transposeB: Boolean = false, conjugateA: Boolean = false, conjugateB: Boolean = false, aIsSparse: Boolean = false, bIsSparse: Boolean = false, name: String = "MatMul"): Output

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    Definition Classes
    Math

  73. def matrixBandPart(input: Output, numSubDiagonals: Output, numSuperDiagonals: Output, name: String = "MatrixBandPart"): Output

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    Definition Classes
    Math

  74. def matrixDiag(diagonal: Output, name: String = "MatrixDiag"): Output

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    Definition Classes
    Math

  75. def matrixDiagPart(input: Output, name: String = "MatrixDiagPart"): Output

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    Definition Classes
    Math

  76. def matrixSetDiag(input: Output, diagonal: Output, name: String = "MatrixSetDiag"): Output

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    Definition Classes
    Math

  77. def max(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Max"): Output

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    Definition Classes
    Math

  78. def maximum(x: Output, y: Output, name: String = "Maximum"): Output

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    Definition Classes
    Math

  79. def mean(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Mean"): Output

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    Definition Classes
    Math

  80. def min(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Min"): Output

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    Math

  81. def minimum(x: Output, y: Output, name: String = "Minimum"): Output

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    Math

  82. def mod(x: Output, y: Output, name: String = "Mod"): Output

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    Definition Classes
    Math

  83. def multiply(x: Output, y: Output, name: String = "Mul"): Output

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    Definition Classes
    Math

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

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    Definition Classes
    AnyRef

  85. def negate[T](x: T, name: String = "Negate")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  86. def notEqual(x: Output, y: Output, name: String = "NotEqual"): Output

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    Definition Classes
    Math

  87. final def notify(): Unit

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  88. final def notifyAll(): Unit

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  89. def polygamma(n: Output, x: Output, name: String = "Polygamma"): Output

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    Definition Classes
    Math

  90. def pow(x: Output, y: Output, name: String = "Pow"): Output

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    Definition Classes
    Math

  91. def prod(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Prod"): Output

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    Definition Classes
    Math

  92. def range(start: Output, limit: Output, delta: Output = Basic.constant(1), dataType: types.DataType = null, name: String = "Range"): Output

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    Definition Classes
    Math

  93. def real[T <: OutputLike](input: T, name: String = "Real")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  94. def realDivide(x: Output, y: Output, name: String = "RealDiv"): Output

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    Definition Classes
    Math

  95. def reciprocal[T](x: T, name: String = "Reciprocal")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  96. def round[T](x: T, name: String = "Round")(implicit arg0: OutputOps[T]): T

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    Math

  97. def roundInt[T](x: T, name: String = "RoundInt")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  98. def rsqrt[T](x: T, name: String = "Rsqrt")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  99. def scalarMul[T](scalar: Output, tensor: T, name: String = "ScalarMul")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  100. def segmentMax(data: Output, segmentIndices: Output, name: String = "SegmentMax"): Output

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    Definition Classes
    Math

  101. def segmentMean(data: Output, segmentIndices: Output, name: String = "SegmentMean"): Output

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    Math

  102. def segmentMin(data: Output, segmentIndices: Output, name: String = "SegmentMin"): Output

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    Math

  103. def segmentProd(data: Output, segmentIndices: Output, name: String = "SegmentProd"): Output

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    Definition Classes
    Math

  104. def segmentSum(data: Output, segmentIndices: Output, name: String = "SegmentSum"): Output

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    Definition Classes
    Math

  105. def select(condition: Output, x: Output, y: Output, name: String = "Select"): Output

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    Math

  106. def sigmoid[T](x: T, name: String = "Sigmoid")(implicit arg0: OutputOps[T]): T

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    Math

  107. def sign[T](x: T, name: String = "Sign")(implicit arg0: OutputOps[T]): T

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    Math

  108. def sin[T](x: T, name: String = "Sin")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  109. def sinh[T](x: T, name: String = "Sinh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  110. def sparseSegmentMean(data: Output, indices: Output, segmentIndices: Output, numSegments: Output = null, name: String = "SparseSegmentMean"): Output

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    Definition Classes
    Math

  111. def sparseSegmentSum(data: Output, indices: Output, segmentIndices: Output, numSegments: Output = null, name: String = "SparseSegmentSum"): Output

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    Definition Classes
    Math

  112. def sparseSegmentSumSqrtN(data: Output, indices: Output, segmentIndices: Output, numSegments: Output = null, name: String = "SparseSegmentSumSqrtN"): Output

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    Definition Classes
    Math

  113. def sqrt[T](x: T, name: String = "Sqrt")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  114. def square[T](x: T, name: String = "Square")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  115. def squaredDifference(x: Output, y: Output, name: String = "SquaredDifference"): Output

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    Definition Classes
    Math

  116. def subtract(x: Output, y: Output, name: String = "Sub"): Output

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    Math

  117. def sum(input: Output, axes: Output = null, keepDims: Boolean = false, name: String = "Sum"): Output

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    Definition Classes
    Math

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

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  119. def tan[T](x: T, name: String = "Tan")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  120. def tanh[T](x: T, name: String = "Tanh")(implicit arg0: OutputOps[T]): T

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    Definition Classes
    Math

  121. def tensorDot(a: Output, b: Output, axesA: Seq[Int], axesB: Seq[Int], name: String): Output

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    Math

  122. def tensorDot(a: Output, b: Output, axesA: Seq[Int], axesB: Seq[Int]): Output

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    Math

  123. def tensorDot(a: Output, b: Output, numAxes: Int, name: String): Output

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    Math

  124. def tensorDot(a: Output, b: Output, numAxes: Int): Output

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    Math

  125. def tensorDotDynamic(a: Output, b: Output, axesA: Output, axesB: Output, name: String = "TensorDot"): Output

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    Math

  126. def tensorDotDynamic(a: Output, b: Output, axesA: Output, axesB: Output): Output

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    Definition Classes
    Math

  127. def tensorDotDynamic(a: Output, b: Output, numAxes: Output, name: String): Output

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    Math

  128. def tensorDotDynamic(a: Output, b: Output, numAxes: Output): Output

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    Math

  129. def toString(): String

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  130. def trace(input: Output, name: String = "Trace"): Output

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    Definition Classes
    Math

  131. def truncateDivide(x: Output, y: Output, name: String = "TruncateDiv"): Output

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    Definition Classes
    Math

  132. def truncateMod(x: Output, y: Output, name: String = "TruncateMod"): Output

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    Definition Classes
    Math

  133. def unsortedSegmentMax(data: Output, segmentIndices: Output, segmentsNumber: Output, name: String = "UnsortedSegmentMax"): Output

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    Definition Classes
    Math

  134. def unsortedSegmentSum(data: Output, segmentIndices: Output, segmentsNumber: Output, name: String = "UnsortedSegmentSum"): Output

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    Definition Classes
    Math

  135. final def wait(): Unit

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

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

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  138. def zerosFraction(input: Output, name: String = "ZerosFraction"): Output

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    Definition Classes
    Math

  139. def zeta(x: Output, q: Output, name: String = "Zeta"): Output

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    Definition Classes
    Math

Deprecated Value Members

  1. def floorDivide(x: Output, y: Output, name: String = "FloorDiv"): Output

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    Definition Classes
    Math
    Annotations
    @deprecated
    Deprecated

    (Since version 0.1) Use truncateDivide instead.

Inherited from Math

Inherited from AnyRef

Inherited from Any

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