http://scikit-learn.sourceforge.net/dev/developers/performance.html from our scikits-learn brethren. And here is a google summer of code 2007 participant: http://www.python.org/dev/peps/pep-0368 I'm interested in how much one would gain in comparison with a numpy based approach.