I would like to convert a NumPy array to a unit vector. More specifically, I am looking for an equivalent version of this function
def normalize(v):
norm = np.linalg.norm(v)
if norm == 0:
return v
return v / norm
Is there something like that in skearn
or numpy
?
This function works in a situation where v
is the 0 vector.