Experimental code for separable kernel transforms.

* Affine only displacement works
* Dimension-wise deformation produces results
** but are not yet validated
Preliminary validation of low memory TPS.
Progress on separable Kernel xfm.
* Additional validation
* now use fit() method to do all the work.