If WordGap was written in pure Python, without the use of any matrix libraries like numpy/scipy, then I think you could have done better. 7x speedup is actually

If WordGap was written in pure Python, without the use of any matrix libraries like numpy/scipy, then I think you could have done better. 7x speedup is actually pretty low for algorithms that I've rewritten to use numpy.