Addition of normalize-table command line and HTML interface and TableNormalizer command

Addition of the normalization techniques (conversion to relative abundance or presence absence) as discussed with @gregcaporaso  and @wasade.  optparse and HTML interfaces as well as tests.
Can these be done prior to `load_table`? The motivation is to do sanity checks prior to any potentially expensive compute