Cython is pretty excellent for this sort of thing. The article contains a link to a Cython solution written by Travis Oliphant showing how concise (and fast) it is.

I just used Cython to speed up a non-vectorisable bit of code in a Gibbs sampling algorithm and I was impressed by the performance increase and ease of use.