import numpy as np a = np.array([[0, 1, 3], [5, 7, 9]]) b = np.array([[0, 2, 4], [6, 8, 10]]) c = np.concatenate((a, b), axis=0) print(c) Output : [[ 0 1 3] [ 5 7 9] [ 0 2 4] [ 6 8 10]]