Performance Issues

[matthewelse]

This could be as a result of the function call overheads. See http://stackoverflow.com/questions/4305518/why-is-equivalent-python-code-so-much-slower. It may be improved by maybe making it a c extension or c++ or using something like line profiler to analyze it...