Package | Description |
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org.tensorflow.op | |
org.tensorflow.op.math |
Class and Description |
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Abs
Computes the absolute value of a tensor.
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AccumulateN
Returns the element-wise sum of a list of tensors.
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Acos
Computes acos of x element-wise.
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Acosh
Computes inverse hyperbolic cosine of x element-wise.
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Add
Returns x + y element-wise.
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AddN
Add all input tensors element wise.
|
Angle
Returns the argument of a complex number.
|
ApproximateEqual
Returns the truth value of abs(x-y) < tolerance element-wise.
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ApproximateEqual.Options
Optional attributes for
ApproximateEqual |
ArgMax
Returns the index with the largest value across dimensions of a tensor.
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ArgMin
Returns the index with the smallest value across dimensions of a tensor.
|
Asin
Computes the trignometric inverse sine of x element-wise.
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Asinh
Computes inverse hyperbolic sine of x element-wise.
|
Atan
Computes the trignometric inverse tangent of x element-wise.
|
Atan2
Computes arctangent of `y/x` element-wise, respecting signs of the arguments.
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Atanh
Computes inverse hyperbolic tangent of x element-wise.
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BesselI0e
Computes the Bessel i0e function of `x` element-wise.
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BesselI1e
Computes the Bessel i1e function of `x` element-wise.
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Betainc
Compute the regularized incomplete beta integral \\(I_x(a, b)\\).
|
Bincount
Counts the number of occurrences of each value in an integer array.
|
Ceil
Returns element-wise smallest integer not less than x.
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CheckNumerics
Checks a tensor for NaN and Inf values.
|
CompareAndBitpack
Compare values of `input` to `threshold` and pack resulting bits into a `uint8`.
|
ComplexAbs
Computes the complex absolute value of a tensor.
|
Conj
Returns the complex conjugate of a complex number.
|
Cos
Computes cos of x element-wise.
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Cosh
Computes hyperbolic cosine of x element-wise.
|
Cumprod
Compute the cumulative product of the tensor `x` along `axis`.
|
Cumprod.Options
Optional attributes for
Cumprod |
Cumsum
Compute the cumulative sum of the tensor `x` along `axis`.
|
Cumsum.Options
Optional attributes for
Cumsum |
Digamma
Computes Psi, the derivative of Lgamma (the log of the absolute value of
|
Div
Returns x / y element-wise.
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DivNoNan
Returns 0 if the denominator is zero.
|
Equal
Returns the truth value of (x == y) element-wise.
|
Erf
Computes the Gauss error function of `x` element-wise.
|
Erfc
Computes the complementary error function of `x` element-wise.
|
Exp
Computes exponential of x element-wise.
|
Expm1
Computes exponential of x - 1 element-wise.
|
Fact
Output a fact about factorials.
|
Floor
Returns element-wise largest integer not greater than x.
|
FloorDiv
Returns x // y element-wise.
|
FloorMod
Returns element-wise remainder of division.
|
Greater
Returns the truth value of (x > y) element-wise.
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GreaterEqual
Returns the truth value of (x >= y) element-wise.
|
Igamma
Compute the lower regularized incomplete Gamma function `P(a, x)`.
|
Igammac
Compute the upper regularized incomplete Gamma function `Q(a, x)`.
|
Imag
Returns the imaginary part of a complex number.
|
InvertPermutation
Computes the inverse permutation of a tensor.
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IsFinite
Returns which elements of x are finite.
|
IsInf
Returns which elements of x are Inf.
|
IsNan
Returns which elements of x are NaN.
|
Less
Returns the truth value of (x < y) element-wise.
|
LessEqual
Returns the truth value of (x <= y) element-wise.
|
Lgamma
Computes the log of the absolute value of `Gamma(x)` element-wise.
|
Log
Computes natural logarithm of x element-wise.
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Log1p
Computes natural logarithm of (1 + x) element-wise.
|
LogicalAnd
Returns the truth value of x AND y element-wise.
|
LogicalNot
Returns the truth value of NOT x element-wise.
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LogicalOr
Returns the truth value of x OR y element-wise.
|
Maximum
Returns the max of x and y (i.e.
|
Mean
Computes the mean of elements across dimensions of a tensor.
|
Mean.Options
Optional attributes for
Mean |
Minimum
Returns the min of x and y (i.e.
|
Mod
Returns element-wise remainder of division.
|
Mul
Returns x * y element-wise.
|
Neg
Computes numerical negative value element-wise.
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NotEqual
Returns the truth value of (x != y) element-wise.
|
Polygamma
Compute the polygamma function \\(\psi^{(n)}(x)\\).
|
PopulationCount
Computes element-wise population count (a.k.a.
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Pow
Computes the power of one value to another.
|
QuantizedAdd
Returns x + y element-wise, working on quantized buffers.
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QuantizedMul
Returns x * y element-wise, working on quantized buffers.
|
Real
Returns the real part of a complex number.
|
RealDiv
Returns x / y element-wise for real types.
|
Reciprocal
Computes the reciprocal of x element-wise.
|
Rint
Returns element-wise integer closest to x.
|
Round
Rounds the values of a tensor to the nearest integer, element-wise.
|
Rsqrt
Computes reciprocal of square root of x element-wise.
|
SegmentMax
Computes the maximum along segments of a tensor.
|
SegmentMean
Computes the mean along segments of a tensor.
|
SegmentMin
Computes the minimum along segments of a tensor.
|
SegmentProd
Computes the product along segments of a tensor.
|
SegmentSum
Computes the sum along segments of a tensor.
|
Sigmoid
Computes sigmoid of `x` element-wise.
|
Sign
Returns an element-wise indication of the sign of a number.
|
Sin
Computes sin of x element-wise.
|
Sinh
Computes hyperbolic sine of x element-wise.
|
Softplus
Computes softplus: `log(exp(features) + 1)`.
|
Sqrt
Computes square root of x element-wise.
|
Square
Computes square of x element-wise.
|
SquaredDifference
Returns (x - y)(x - y) element-wise.
|
Sub
Returns x - y element-wise.
|
Tan
Computes tan of x element-wise.
|
Tanh
Computes hyperbolic tangent of `x` element-wise.
|
TruncateDiv
Returns x / y element-wise for integer types.
|
TruncateMod
Returns element-wise remainder of division.
|
UnsortedSegmentMax
Computes the maximum along segments of a tensor.
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UnsortedSegmentMin
Computes the minimum along segments of a tensor.
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UnsortedSegmentProd
Computes the product along segments of a tensor.
|
UnsortedSegmentSum
Computes the sum along segments of a tensor.
|
Xdivy
Returns 0 if x == 0, and x / y otherwise, elementwise.
|
Xlogy
Returns 0 if x == 0, and x * log(y) otherwise, elementwise.
|
Zeta
Compute the Hurwitz zeta function \\(\zeta(x, q)\\).
|
Class and Description |
---|
Abs
Computes the absolute value of a tensor.
|
AccumulateN
Returns the element-wise sum of a list of tensors.
|
Acos
Computes acos of x element-wise.
|
Acosh
Computes inverse hyperbolic cosine of x element-wise.
|
Add
Returns x + y element-wise.
|
AddN
Add all input tensors element wise.
|
Angle
Returns the argument of a complex number.
|
ApproximateEqual
Returns the truth value of abs(x-y) < tolerance element-wise.
|
ApproximateEqual.Options
Optional attributes for
ApproximateEqual |
ArgMax
Returns the index with the largest value across dimensions of a tensor.
|
ArgMin
Returns the index with the smallest value across dimensions of a tensor.
|
Asin
Computes the trignometric inverse sine of x element-wise.
|
Asinh
Computes inverse hyperbolic sine of x element-wise.
|
Atan
Computes the trignometric inverse tangent of x element-wise.
|
Atan2
Computes arctangent of `y/x` element-wise, respecting signs of the arguments.
|
Atanh
Computes inverse hyperbolic tangent of x element-wise.
|
BesselI0e
Computes the Bessel i0e function of `x` element-wise.
|
BesselI1e
Computes the Bessel i1e function of `x` element-wise.
|
Betainc
Compute the regularized incomplete beta integral \\(I_x(a, b)\\).
|
Bincount
Counts the number of occurrences of each value in an integer array.
|
Ceil
Returns element-wise smallest integer not less than x.
|
CheckNumerics
Checks a tensor for NaN and Inf values.
|
CompareAndBitpack
Compare values of `input` to `threshold` and pack resulting bits into a `uint8`.
|
ComplexAbs
Computes the complex absolute value of a tensor.
|
Conj
Returns the complex conjugate of a complex number.
|
Cos
Computes cos of x element-wise.
|
Cosh
Computes hyperbolic cosine of x element-wise.
|
Cumprod
Compute the cumulative product of the tensor `x` along `axis`.
|
Cumprod.Options
Optional attributes for
Cumprod |
Cumsum
Compute the cumulative sum of the tensor `x` along `axis`.
|
Cumsum.Options
Optional attributes for
Cumsum |
Digamma
Computes Psi, the derivative of Lgamma (the log of the absolute value of
|
Div
Returns x / y element-wise.
|
DivNoNan
Returns 0 if the denominator is zero.
|
Equal
Returns the truth value of (x == y) element-wise.
|
Erf
Computes the Gauss error function of `x` element-wise.
|
Erfc
Computes the complementary error function of `x` element-wise.
|
Exp
Computes exponential of x element-wise.
|
Expm1
Computes exponential of x - 1 element-wise.
|
Fact
Output a fact about factorials.
|
Floor
Returns element-wise largest integer not greater than x.
|
FloorDiv
Returns x // y element-wise.
|
FloorMod
Returns element-wise remainder of division.
|
Greater
Returns the truth value of (x > y) element-wise.
|
GreaterEqual
Returns the truth value of (x >= y) element-wise.
|
Igamma
Compute the lower regularized incomplete Gamma function `P(a, x)`.
|
Igammac
Compute the upper regularized incomplete Gamma function `Q(a, x)`.
|
IgammaGradA
Computes the gradient of `igamma(a, x)` wrt `a`.
|
Imag
Returns the imaginary part of a complex number.
|
InvertPermutation
Computes the inverse permutation of a tensor.
|
IsFinite
Returns which elements of x are finite.
|
IsInf
Returns which elements of x are Inf.
|
IsNan
Returns which elements of x are NaN.
|
Less
Returns the truth value of (x < y) element-wise.
|
LessEqual
Returns the truth value of (x <= y) element-wise.
|
Lgamma
Computes the log of the absolute value of `Gamma(x)` element-wise.
|
Log
Computes natural logarithm of x element-wise.
|
Log1p
Computes natural logarithm of (1 + x) element-wise.
|
LogicalAnd
Returns the truth value of x AND y element-wise.
|
LogicalNot
Returns the truth value of NOT x element-wise.
|
LogicalOr
Returns the truth value of x OR y element-wise.
|
Maximum
Returns the max of x and y (i.e.
|
Mean
Computes the mean of elements across dimensions of a tensor.
|
Mean.Options
Optional attributes for
Mean |
Minimum
Returns the min of x and y (i.e.
|
Mod
Returns element-wise remainder of division.
|
Mul
Returns x * y element-wise.
|
Neg
Computes numerical negative value element-wise.
|
NotEqual
Returns the truth value of (x != y) element-wise.
|
Polygamma
Compute the polygamma function \\(\psi^{(n)}(x)\\).
|
PopulationCount
Computes element-wise population count (a.k.a.
|
Pow
Computes the power of one value to another.
|
QuantizedAdd
Returns x + y element-wise, working on quantized buffers.
|
QuantizedMul
Returns x * y element-wise, working on quantized buffers.
|
Real
Returns the real part of a complex number.
|
RealDiv
Returns x / y element-wise for real types.
|
Reciprocal
Computes the reciprocal of x element-wise.
|
ReciprocalGrad
Computes the gradient for the inverse of `x` wrt its input.
|
Rint
Returns element-wise integer closest to x.
|
Round
Rounds the values of a tensor to the nearest integer, element-wise.
|
Rsqrt
Computes reciprocal of square root of x element-wise.
|
RsqrtGrad
Computes the gradient for the rsqrt of `x` wrt its input.
|
SegmentMax
Computes the maximum along segments of a tensor.
|
SegmentMean
Computes the mean along segments of a tensor.
|
SegmentMin
Computes the minimum along segments of a tensor.
|
SegmentProd
Computes the product along segments of a tensor.
|
SegmentSum
Computes the sum along segments of a tensor.
|
Sigmoid
Computes sigmoid of `x` element-wise.
|
SigmoidGrad
Computes the gradient of the sigmoid of `x` wrt its input.
|
Sign
Returns an element-wise indication of the sign of a number.
|
Sin
Computes sin of x element-wise.
|
Sinh
Computes hyperbolic sine of x element-wise.
|
Softplus
Computes softplus: `log(exp(features) + 1)`.
|
SoftplusGrad
Computes softplus gradients for a softplus operation.
|
Sqrt
Computes square root of x element-wise.
|
SqrtGrad
Computes the gradient for the sqrt of `x` wrt its input.
|
Square
Computes square of x element-wise.
|
SquaredDifference
Returns (x - y)(x - y) element-wise.
|
Sub
Returns x - y element-wise.
|
Tan
Computes tan of x element-wise.
|
Tanh
Computes hyperbolic tangent of `x` element-wise.
|
TanhGrad
Computes the gradient for the tanh of `x` wrt its input.
|
TruncateDiv
Returns x / y element-wise for integer types.
|
TruncateMod
Returns element-wise remainder of division.
|
UnsortedSegmentMax
Computes the maximum along segments of a tensor.
|
UnsortedSegmentMin
Computes the minimum along segments of a tensor.
|
UnsortedSegmentProd
Computes the product along segments of a tensor.
|
UnsortedSegmentSum
Computes the sum along segments of a tensor.
|
Xdivy
Returns 0 if x == 0, and x / y otherwise, elementwise.
|
Xlogy
Returns 0 if x == 0, and x * log(y) otherwise, elementwise.
|
Zeta
Compute the Hurwitz zeta function \\(\zeta(x, q)\\).
|
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