pymc.math.maximum#

pymc.math.maximum=Elemwise(scalar_op=maximum,inplace_pattern=<frozendict{}>)[source]#

elemwise maximum. See max for the maximum in one tensor

Computes element-wise maximum of two tensors.

Parameters:

xTensorLike

First input tensor

yTensorLike

Second input tensor

Returns:

TensorLike

Output tensor with the maximum of corresponding elements in x and y

Notes

This computes the element-wise maximum, whilemax(x) computes themaximum value over all elements in a single tensor.

Examples

>>>importpytensor>>>importpytensor.tensoraspt>>>a=pt.vector("a")>>>b=pt.vector("b")>>>f=pytensor.function([a,b],pt.maximum(a,b))>>>f([1,3,5],[2,3,4])array([2, 3, 5])