Cleaned up docs to be consistent with new defaults for tol, ftol, and
small, and added more details about their modification
added an extremely simple hashing facility to np to assist with categorical lookups
use the hash tables to fill matrix_ordered_indices
pass matrix to kernel_weighted_sum_np in order to facilitate categorical lookups
now we can do ordered categorical differences!
Merge branch 'master' into npRmpi