Delayedarray

- Added a `chunk_shape()` generic to identify the "best" direction for iterating over the matrix.
- Added an easy way to compute iteration widths over the desired dimension.
- Corrected the reported `dtype` from a delayed `Cast`.

- separate dense and sparse matrix classes

- initial classes for H5 backed matrices