Package org.tensorflow.op.math

Class Summary

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