How to calculate exponential of complex number in Numpy?

In NumPy, you can calculate the exponential of a complex number using numpy.exp. The exponential of a complex number z can be represented as exp(z) = exp(x) * (cos(y) + 1j * sin(y)), where x and y are the real and imaginary parts of the complex number z, respectively.

Here’s an example of how to calculate the exponential of a complex number in NumPy:

import numpy as np

z = 3 + 4j
result = np.exp(z)
print(result)
# Output: (-13.12878308+15.20078808j)

Note: The numpy.exp function also supports element-wise exponential calculations for arrays and matrices, enabling the calculation of exponentials for an array of complex numbers.