pymc.math.exp#
- pymc.math.exp = Elemwise(scalar_op=exp,inplace_pattern=<frozendict {}>)[source]#
e^`a`
Computes the element-wise exponential of a tensor.
- Parameters:
- a
TensorLike
Input tensor
- a
- Returns:
TensorVariable
Output tensor with the exponential of each element in a
Examples
>>> import pytensor >>> import pytensor.tensor as pt >>> import numpy as np >>> x = pt.vector("x") >>> f = pytensor.function([x], pt.exp(x)) >>> f([0, 1, 2]) array([1., 2.71828183, 7.3890561 ])