>>> import numpy >>> y = np.array([1, 2, 2, 2, 2, 0, 2, 3, 3, 3, 2, 2]) >>> numpy.count_nonzero(y == 1) 1 >>> numpy.count_nonzero(y == 2) 7 >>> numpy.count_nonzero(y == 3) 3