Have a question? Connect with the community at the TensorFlow Forum Visit Forum

org.tensorflow.op.math

Classes

Abs <T extends TNumber > Computes the absolute value of a tensor.
AccumulateN <T extends TType > Returns the element-wise sum of a list of tensors.
Acos <T extends TType > Computes acos of x element-wise.
Acosh <T extends TType > Computes inverse hyperbolic cosine of x element-wise.
Add <T extends TType > Returns x + y element-wise.
AddN <T extends TType > Add all input tensors element wise.
Angle <U extends TNumber > 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 <V extends TNumber > Returns the index with the largest value across dimensions of a tensor.
ArgMin <V extends TNumber > Returns the index with the smallest value across dimensions of a tensor.
Asin <T extends TType > Computes the trignometric inverse sine of x element-wise.
Asinh <T extends TType > Computes inverse hyperbolic sine of x element-wise.
Atan <T extends TType > Computes the trignometric inverse tangent of x element-wise.
Atan2 <T extends TNumber > Computes arctangent of `y/x` element-wise, respecting signs of the arguments.
Atanh <T extends TType > Computes inverse hyperbolic tangent of x element-wise.
BesselI0 <T extends TNumber >
BesselI0e <T extends TNumber >
BesselI1 <T extends TNumber >
BesselI1e <T extends TNumber >
Betainc <T extends TNumber > Compute the regularized incomplete beta integral \\(I_x(a, b)\\).
Bincount <T extends TNumber > Counts the number of occurrences of each value in an integer array.
Ceil <T extends TNumber > Returns element-wise smallest integer not less than x.
CompareAndBitpack Compare values of `input` to `threshold` and pack resulting bits into a `uint8`.
ComplexAbs <U extends TNumber > Computes the complex absolute value of a tensor.
Conj <T extends TType > Returns the complex conjugate of a complex number.
Cos <T extends TType > Computes cos of x element-wise.
Cosh <T extends TType > Computes hyperbolic cosine of x element-wise.
Cumprod <T extends TType > Compute the cumulative product of the tensor `x` along `axis`.
Cumprod.Options Optional attributes for Cumprod
Cumsum <T extends TType > Compute the cumulative sum of the tensor `x` along `axis`.
Cumsum.Options Optional attributes for Cumsum
CumulativeLogsumexp <T extends TNumber > Compute the cumulative product of the tensor `x` along `axis`.
CumulativeLogsumexp.Options Optional attributes for CumulativeLogsumexp
DenseBincount <U extends TNumber > Counts the number of occurrences of each value in an integer array.
DenseBincount.Options Optional attributes for DenseBincount
Digamma <T extends TNumber > Computes Psi, the derivative of Lgamma (the log of the absolute value of

`Gamma(x)`), element-wise.

Div <T extends TType > Returns x / y element-wise.
DivNoNan <T extends TType > Returns 0 if the denominator is zero.
Equal Returns the truth value of (x == y) element-wise.
Equal.Options Optional attributes for Equal
Erf <T extends TNumber > Computes the Gauss error function of `x` element-wise.
Erfc <T extends TNumber > Computes the complementary error function of `x` element-wise.
erfinv <T extends TNumber >
Exp <T extends TType > Computes exponential of x element-wise.
Expm1 <T extends TType > Computes `exp(x) - 1` element-wise.
Fact Output a fact about factorials.
Floor <T extends TNumber > Returns element-wise largest integer not greater than x.
FloorDiv <T extends TType > Returns x // y element-wise.
FloorMod <T extends TNumber > 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 <T extends TNumber > Compute the lower regularized incomplete Gamma function `P(a, x)`.
Igammac <T extends TNumber > Compute the upper regularized incomplete Gamma function `Q(a, x)`.
IgammaGradA <T extends TNumber > Computes the gradient of `igamma(a, x)` wrt `a`.
Imag <U extends TNumber > Returns the imaginary part of a complex number.
InvertPermutation <T extends TNumber > 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 <T extends TNumber > Computes the log of the absolute value of `Gamma(x)` element-wise.
Log <T extends TType > Computes natural logarithm of x element-wise.
Log1p <T extends TType > 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 <T extends TNumber > Returns the max of x and y (i.e.
Mean <T extends TType > Computes the mean of elements across dimensions of a tensor.
Mean.Options Optional attributes for Mean
Minimum <T extends TNumber > Returns the min of x and y (i.e.
Mod <T extends TNumber > Returns element-wise remainder of division.
Mul <T extends TType > Returns x * y element-wise.
MulNoNan <T extends TType > Returns x * y element-wise.
Ndtri <T extends TNumber >
Neg <T extends TType > Computes numerical negative value element-wise.
NextAfter <T extends TNumber > Returns the next representable value of `x1` in the direction of `x2`, element-wise.
NotEqual Returns the truth value of (x != y) element-wise.
NotEqual.Options Optional attributes for NotEqual
Polygamma <T extends TNumber > Compute the polygamma function \\(\psi^{(n)}(x)\\).
PopulationCount Computes element-wise population count (a.k.a.
Pow <T extends TType > Computes the power of one value to another.
QuantizedAdd <V extends TType > Returns x + y element-wise, working on quantized buffers.
QuantizedMul <V extends TType > Returns x * y element-wise, working on quantized buffers.
Real <U extends TNumber > Returns the real part of a complex number.
RealDiv <T extends TType > Returns x / y element-wise for real types.
Reciprocal <T extends TType > Computes the reciprocal of x element-wise.
ReciprocalGrad <T extends TType > Computes the gradient for the inverse of `x` wrt its input.
RequantizationRangePerChannel Computes requantization range per channel.
RequantizePerChannel <U extends TType > Requantizes input with min and max values known per channel.
Rint <T extends TNumber > Returns element-wise integer closest to x.
Round <T extends TType > Rounds the values of a tensor to the nearest integer, element-wise.
Rsqrt <T extends TType > Computes reciprocal of square root of x element-wise.
RsqrtGrad <T extends TType > Computes the gradient for the rsqrt of `x` wrt its input.
SegmentMax <T extends TNumber > Computes the maximum along segments of a tensor.
SegmentMean <T extends TType > Computes the mean along segments of a tensor.
SegmentMin <T extends TNumber > Computes the minimum along segments of a tensor.
SegmentProd <T extends TType > Computes the product along segments of a tensor.
SegmentSum <T extends TType > Computes the sum along segments of a tensor.
Sigmoid <T extends TType > Computes sigmoid of `x` element-wise.
SigmoidGrad <T extends TType > Computes the gradient of the sigmoid of `x` wrt its input.
Sign <T extends TType > Returns an element-wise indication of the sign of a number.
Sin <T extends TType > Computes sine of x element-wise.
Sinh <T extends TType > Computes hyperbolic sine of x element-wise.
SobolSample <T extends TNumber > Generates points from the Sobol sequence.
Softplus <T extends TNumber > Computes softplus: `log(exp(features) + 1)`.
SoftplusGrad <T extends TNumber > Computes softplus gradients for a softplus operation.
Sqrt <T extends TType > Computes square root of x element-wise.
SqrtGrad <T extends TType > Computes the gradient for the sqrt of `x` wrt its input.
Square <T extends TType > Computes square of x element-wise.
SquaredDifference <T extends TType > Returns conj(x - y)(x - y) element-wise.
Sub <T extends TType > Returns x - y element-wise.
Tan <T extends TType > Computes tan of x element-wise.
Tanh <T extends TType > Computes hyperbolic tangent of `x` element-wise.
TanhGrad <T extends TType > Computes the gradient for the tanh of `x` wrt its input.
TruncateDiv <T extends TType > Returns x / y element-wise for integer types.
TruncateMod <T extends TNumber > Returns element-wise remainder of division.
UnsortedSegmentMax <T extends TNumber > Computes the maximum along segments of a tensor.
UnsortedSegmentMin <T extends TNumber > Computes the minimum along segments of a tensor.
UnsortedSegmentProd <T extends TType > Computes the product along segments of a tensor.
UnsortedSegmentSum <T extends TType > Computes the sum along segments of a tensor.
Xdivy <T extends TType > Returns 0 if x == 0, and x / y otherwise, elementwise.
Xlog1py <T extends TType > Returns 0 if x == 0, and x * log1p(y) otherwise, elementwise.
Xlogy <T extends TType > Returns 0 if x == 0, and x * log(y) otherwise, elementwise.
Zeta <T extends TNumber > Compute the Hurwitz zeta function \\(\zeta(x, q)\\).