Mathematical functions (mygrad.math)

Trigonometric functions

sin(x[, out, where, dtype, constant])	Trigonometric sine, element-wise.
cos(x[, out, where, dtype, constant])	Trigonometric cosine, element-wise.
tan(x[, out, where, dtype, constant])	Trigonometric tangent, element-wise.
arcsin(x[, out, where, dtype, constant])	Inverse sine, element-wise.
arccos(x[, out, where, dtype, constant])	Inverse cosine, element-wise.
arctan(x[, out, where, dtype, constant])	Inverse tangent, element-wise.
arctan2(x1, x2[, out, where, dtype, constant])	Element-wise arc tangent of x1/x2 choosing the quadrant correctly.

Hyperbolic functions

sinh(x[, out, where, dtype, constant])	Hyperbolic sine, element-wise.
cosh(x[, out, where, dtype, constant])	Hyperbolic cosine, element-wise.
tanh(x[, out, where, dtype, constant])	Hyperbolic tangent, element-wise.
arcsinh(x[, out, where, dtype, constant])	Inverse hyperbolic sine, element-wise.
arccosh(x[, out, where, dtype, constant])	Inverse hyperbolic cosine, element-wise.
arctanh(x[, out, where, dtype, constant])	Inverse hyperbolic tangent, element-wise.

Sums, products, differences

prod(a[, axis, keepdims, constant])	Return the product of array elements over given axes.
sum(x[, axis, keepdims, constant])	Sum of tensor elements over a given axis.
cumprod(a[, axis, constant])	Return the cumulative product of elements along a given axis.
cumsum(a[, axis, constant])	Return the cumulative sum of the elements along a given axis.
mean(x[, axis, keepdims, constant])	Mean of tensor elements over a given axis.
var(x[, axis, ddof, keepdims, constant])	Compute the variance along the specified axis.
std(x[, axis, ddof, keepdims, constant])	Compute the standard deviation along the specified axis.
amax(x[, axis, keepdims, constant])	Return the maximum of a tensor or maximum along its axes.
amin(x[, axis, keepdims, constant])	Return the minimum of a tensor or minimum along its axes.
max(x[, axis, keepdims, constant])	Return the maximum of a tensor or maximum along its axes.
min(x[, axis, keepdims, constant])	Return the minimum of a tensor or minimum along its axes.

Exponents and logarithms

exp(x1[, out, where, dtype, constant])	Calculate the exponential of all elements in the input tensor.
expm1(x1[, out, where, dtype, constant])	Calculate exp(x) - 1 for all elements in the tensor.
exp2(x1[, out, where, dtype, constant])	Calculate 2**p for all p in the input tensor.
log(x1[, out, where, dtype, constant])	Natural logarithm, element-wise.
log10(x1[, out, where, dtype, constant])	Return the base 10 logarithm of the input tensor, element-wise.
log2(x1[, out, where, dtype, constant])	Base-2 logarithm applied elementwise to the tensor.
log1p(x1[, out, where, dtype, constant])	Return the natural logarithm of one plus the input tensor, element-wise.
logaddexp(x1, x2[, out, where, dtype, constant])	Logarithm of the sum of exponentiations of the inputs.
logaddexp2(x1, x2[, out, where, dtype, constant])	Logarithm of the sum of exponentiations of the inputs in base-2.

Other special functions

add_sequence(*variables[, constant])	f(a, b, ...) -> a + b + ...
multiply_sequence(*variables[, constant])	f(a, b, ...) -> a * b * ...
sinc(a, *[, constant])	f(a) -> sin(a) / a

Arithmetic operations

add(x1, x2[, out, where, dtype, constant])	Add the arguments element-wise.
reciprocal(x[, out, where, dtype, constant])	Return the reciprocal of the argument element-wise.
positive(x[, out, where, dtype, constant])	Returns a copy of the tensor.
negative(x[, out, where, dtype, constant])	Negates the tensor element-wise.
multiply(x1, x2[, out, where, dtype, constant])	Multiply the arguments element-wise.
divide	alias of true_divide
power(x1, x2[, out, where, dtype, constant])	First tensor elements raised to powers from second tensor, element-wise.
subtract(x1, x2[, out, where, dtype, constant])	Subtract the arguments element-wise.

Miscellaneous

clip(a, a_min, a_max[, out, constant])	Clip (limit) the values in an array.
sqrt(x[, out, where, dtype, constant])	The square root, elementwise.
cbrt(x[, out, where, dtype, constant])	The cube root elementwise.
square(x[, out, where, dtype, constant])	Return the square of the argument element-wise.
absolute(x[, out, where, dtype, constant, ...])	The absolute value, computed elementwise.
maximum(x1, x2[, out, where, dtype, constant])	Pair-wise maximum of tensor elements.
minimum(x1, x2[, out, where, dtype, constant])	Pair-wise minimum of tensor elements.