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org.platanios.tensorflow.api.tensors.ops

Math

Related Doc: package ops

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object Math extends Math

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Type Members

  1. case class MathOps(tensor: Tensor) extends Product with Serializable

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Value Members

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

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  2. final def ##(): Int

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

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  4. def abs[T <: TensorLike](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  5. def acos[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  6. def acosh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  7. def add(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  8. def addN(inputs: Seq[Tensor])(implicit context: DynamicVariable[Context]): Tensor

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  9. def all(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  10. def angle[T <: TensorLike](input: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  11. def any(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  12. def approximatelyEqual(x: Tensor, y: Tensor, tolerance: Float = 0.00001f)(implicit context: DynamicVariable[Context]): Tensor

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  13. def argmax(input: Tensor, axes: Tensor = 0, outputDataType: types.DataType = INT64)(implicit context: DynamicVariable[Context]): Tensor

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  14. def argmin(input: Tensor, axes: Tensor = 0, outputDataType: types.DataType = INT64)(implicit context: DynamicVariable[Context]): Tensor

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  15. final def asInstanceOf[T0]: T0

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  16. def asin[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  17. def asinh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  18. def atan[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  19. def atan2(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  20. def atanh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  21. def binCount(input: Tensor, weights: Tensor = null, minLength: Tensor = null, maxLength: Tensor = null, dataType: types.DataType = INT32)(implicit context: DynamicVariable[Context]): Tensor

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  22. def bitcast(input: Tensor, dataType: types.DataType)(implicit context: DynamicVariable[Context]): Tensor

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  23. def bucketize(input: Tensor, boundaries: Seq[Float])(implicit context: DynamicVariable[Context]): Tensor

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  24. def cast[T <: TensorLike](x: T, dataType: types.DataType)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  25. def ceil[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  26. def clone(): AnyRef

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  27. def complex(real: Tensor, imag: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  28. def conjugate[T <: TensorLike](input: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  29. def cos[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  30. def cosh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  31. def countNonZero(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  32. def cross(a: Tensor, b: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  33. def cumprod(input: Tensor, axis: Tensor = 0, exclusive: Boolean = false, reverse: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  34. def cumsum(input: Tensor, axis: Tensor = 0, exclusive: Boolean = false, reverse: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  35. def diag(diagonal: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  36. def diagPart(input: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  37. def digamma[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  38. def divide(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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

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  40. def equal(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  41. def equals(arg0: Any): Boolean

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  42. def erf[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  43. def erfc[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  44. def exp[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  45. def expm1[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  46. def finalize(): Unit

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  47. def floor[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  48. def floorMod(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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

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  50. def greater(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  51. def greaterEqual(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  52. def hashCode(): Int

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  53. def igamma(a: Tensor, x: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  54. def igammac(a: Tensor, x: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  55. def imag[T <: TensorLike](input: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  56. def incompleteBeta(a: Tensor, b: Tensor, x: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  57. def isFinite[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  58. def isInf[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  59. final def isInstanceOf[T0]: Boolean

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  60. def isNaN[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  61. def less(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  62. def lessEqual(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  63. def linspace(start: Tensor, stop: Tensor, numberOfValues: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  64. def log[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  65. def log1p[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  66. def logGamma[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  67. def logSumExp(input: Tensor, axes: Seq[Int] = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  68. def logicalAnd(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  69. def logicalNot(x: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  70. def logicalOr(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  71. def logicalXOr(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  72. def matmul(a: Tensor, b: Tensor, transposeA: Boolean = false, transposeB: Boolean = false, conjugateA: Boolean = false, conjugateB: Boolean = false, aIsSparse: Boolean = false, bIsSparse: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  73. def matrixBandPart(input: Tensor, numSubDiagonals: Tensor, numSuperDiagonals: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  74. def matrixDiag(diagonal: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  75. def matrixDiagPart(input: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  76. def matrixSetDiag(input: Tensor, diagonal: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  77. def max(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  78. def maximum(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  79. def mean(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  80. def min(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  81. def minimum(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  82. def mod(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  83. def multiply(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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

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  85. def negate[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  86. def notEqual(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  87. final def notify(): Unit

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  88. final def notifyAll(): Unit

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  89. def polygamma(n: Tensor, x: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  90. def pow(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  91. def prod(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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  92. def range(start: Tensor, limit: Tensor, delta: Tensor = 1, dataType: types.DataType = null)(implicit context: DynamicVariable[Context]): Tensor

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  93. def real[T <: TensorLike](input: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  94. def realDivide(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  95. def reciprocal[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  96. def round[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  97. def roundInt[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  98. def rsqrt[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  99. def scalarMul[T](scalar: Tensor, tensor: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  100. def segmentMax(data: Tensor, segmentIndices: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  101. def segmentMean(data: Tensor, segmentIndices: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  102. def segmentMin(data: Tensor, segmentIndices: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  103. def segmentProd(data: Tensor, segmentIndices: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  104. def segmentSum(data: Tensor, segmentIndices: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  105. def select(condition: Tensor, x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  106. def sigmoid[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  107. def sign[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  108. def sin[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  109. def sinh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  110. def sparseSegmentMean(data: Tensor, indices: Tensor, segmentIndices: Tensor, numSegments: Tensor = null)(implicit context: DynamicVariable[Context]): Tensor

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  111. def sparseSegmentSum(data: Tensor, indices: Tensor, segmentIndices: Tensor, numSegments: Tensor = null)(implicit context: DynamicVariable[Context]): Tensor

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  112. def sparseSegmentSumSqrtN(data: Tensor, indices: Tensor, segmentIndices: Tensor, numSegments: Tensor = null)(implicit context: DynamicVariable[Context]): Tensor

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  113. def sqrt[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  114. def square[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  115. def squaredDifference(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  116. def subtract(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  117. def sum(input: Tensor, axes: Tensor = null, keepDims: Boolean = false)(implicit context: DynamicVariable[Context]): Tensor

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

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  119. def tan[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  120. def tanh[T](x: T)(implicit arg0: TensorOps[T], context: DynamicVariable[Context]): T

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  121. def tensorDot(a: Tensor, b: Tensor, axesA: Tensor, axesB: Tensor): Tensor

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  122. def tensorDot(a: Tensor, b: Tensor, numAxes: Tensor): Tensor

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  123. def toString(): String

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  124. def trace(input: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  125. def truncateDivide(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  126. def truncateMod(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  127. def unsortedSegmentMax(data: Tensor, segmentIndices: Tensor, segmentsNumber: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  128. def unsortedSegmentSum(data: Tensor, segmentIndices: Tensor, segmentsNumber: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  129. final def wait(): Unit

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

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

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  132. def zerosFraction(input: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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  133. def zeta(x: Tensor, q: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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Deprecated Value Members

  1. def floorDivide(x: Tensor, y: Tensor)(implicit context: DynamicVariable[Context]): Tensor

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    Annotations
    @deprecated
    Deprecated

    (Since version 0.1) Use truncateDivide instead.

Inherited from Math

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