biom2hdf5 now converts data

A couple of different methods implemented, though not sure yet which is best/fastest. Currently stores dense matrix and uses HDF5 compression.
Metadata is now added to output file
Dimension ids now added using dimension scales
Add dense and sparse modes of conversion

Will need to compare between these different modes of representation, so might as well have a way to easily specify either format for now.