Adding full implementation of butterfly.
Adding full implementation of butterfly.

Also including a tiny test case.

This is currently not fast enough. Some vectorization will need to
be employed to achieve a larger speed-up.

dhermes/butterfly-algorithm,dhermes/butterfly-algorithm,dhermes/butterfly-algorithm