использовать plt.subplots
:
In [36]: import matplotlib.pyplot as plt
...: fig, axes=plt.subplots(2, 2)
...: for ax in axes.ravel(): #ravel axes to a flattened array
...: ax.set_xlim(0, 10)
...: ax.set_ylim(0, 20)
...: ax.set_xlabel('Label_x')
...: ax.set_ylabel('Label_y')
...: plt.show()
...: