matplotlib without a GUI: "matplotlib has two primary APIs. The easiest to use is the pylab interface. When that module is imported it checks for a setup file, initializes the GUI, and does a few other things to simplify interactive plotting. pylab is built on top of the matplotlib API. This is a more object oriented API, but still not that difficult to use. They can be used together, as you might have seen in my code from last time."