ipython notebook and matplotlib

In order to have the plots to be shown within a ipython notebook, you should include the following code at the beginning.

Images may be tiny. You can set the size by playing with the matplotlib configuration file.

See the notebook for an example within nbviewer

http://nbviewer.ipython.org/gist/anonymous/3301035

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