Add interpolation code and examples

revert stuff
one more round  + restrict to EEG
address discussion
add utils
make_interpolation_matrix -> private
update whats new
revert change in example
typos
allclose
Merge pull request #1696 from dengemann/interpolation

ENH: Add interpolation code and example