Oops, missed the attribution, sorry.

It's from the beginning of the Introduction in the SciPy reference guide: http://docs.scipy.org/doc/scipy/reference/tutorial/general.html

I couldn't find a better self-contained description on the SciPy site, but I'm open to suggestions. :)