DOC: update README and info

* Note python 3 compatibility.
* Correct compatible versions in info.py
* Replace deprecated github downloads link with pypi
* Update ourselves to beta from alpha (high fives all round)
DOC: updating release instructions for buildbots

Making various checks and binary builds via buildbots.