How do I tell matplotlib that I am done with a plot?

You can use figure to create a new plot, for example, or use close after the first plot.

There is a clear figure command, and it should do it for you:

plt.clf()

If you have multiple subplots in the same figure

plt.cla()

clears the current axes.