This is a small omission, and I think most people would figure it out, but I thought it might be worth mentioning:

Page: http://matplotlib.sourceforge.net/users/pyplot_tutorial.html#working-with-multiple-figures-and-axes

The code example, both on the page, and the link is missing:

plt.show()

Best,

Joe