import numpy as np # ensure same shape of arrays to be stacked. a = np.arange(10).reshape(2,-1) b = np.repeat(1, 10).reshape(2,-1) # use vstack() to stack by row. out = np.vstack((a,b)) ## print output print(out) # a # b