How do I do conditional array arithmetic on a numpy array?

Question

I\'m trying to get a better grip on numpy arrays, so I have a sample question to ask about them:

Say I have a numpy array called a. I want to perform an operation on

Answer 1

To mutate it:

a[a<0] += 1

To leave the original array alone:

a+[a<0]