finish new mask funcs

revised docs too
oops forgot the fractal filter
remove old vips7 mask stuff

just a wrapper now
im_fwfft() is a class
redo im_invfft() as a class
deprecate old im_*fft*() funcs

just wrappers over the new classes
rename freq_filt package as freqfilt