normalize_table

add normalization techniques that have been suggested as alternatives to rarefying.  now using Rscript and with tests.
Usually when we do this (e.g., ``alpha_diversity.py -s``) we exit after. I recommend doing that here for consistency, but if you don't then there are required parameters for this script.