How I dealt with singularities

[AhmedCode99]

In order to avoid dividing by zero, I used the following:

def f(x):
# Replace zero values in x with a small positive value to avoid division by zero
x_safe = np.where(x == 0, np.finfo(float).eps, x)
return np.exp(-1 / x_safe)

It works perfectly. Feel free to use it.