hmm-umb.py

def normalize(vector):
    """ returns a new normalized array """
    vector = np.array(vector).reshape(2).reshape(2)  # back to 1D array
    s = sum(vector)  # sum of the vector
    return np.array([n / s for n in vector.flat])  # normalize