There are some hacks for doing this: http://stackoverflow.com/questions/8342549/matplotlib-add-colorbar-to-a-sequence-of-line-plots

But it would be nice if this was just a single line of code:

plt.colorbar(cmap=cm.jet,min=0.0,max=1.0)