API: removed math, skbio.math.$ -> skbio.$

fixes #541

Summary of changes:

`skbio.math` was removed.
`skbio.diversity` and `skbio.stats` replace this.

`gradient.py` was moved to `skbio.stats`
`stats/misc.py` became private
`stats/subsample.py` was moved to a directory and became private.
Can you make the ordering of this section consistent with the sections in previous releases? i.e. features, bugs, API changes, misc.

Can you please add a couple of examples showing what the previous imports looked like and what they are now? This'll help devs migrate existing code to use the new imports.