Axis

numpy_axis

Loops

for row in array:
    for column in row:
        pass

for x in np.nditer(array, order='C'): #C-order, F-ortran order
    pass

for x in np.nditer(array, op_flags=['readwrite']):
    x[...] = x*3 + 1