fourier: new package for fourier analysis and related functions
Created by: kortschak
Please take a look.
So far I have only added the backing code. I want to add CFFT[IFB] and then I will dismantle some of the array.go
support (remove 1-based indexing and the linear support types). It makes sense to add the API in this PR, so suggestions welcome here.