See the Whatsnew for much more information.
Best way to get this is to install via conda from our development channel. Builds for osx-64,linux-64,win-64 for Python 2.7 and Python 3.5 are all available.
conda install pandas=v0.18.0rc2 -c pandas
Thanks to all who made this release happen. It is a very large release!