Bargava 62e5b6b8b3 updating Mac installation instructions (#1443)
In Mac, even after gcc is installed from homebrew, gcc and g++ still point to clang's version. 

Need to update the make/config.mk file to point the gcc and g++ compliers to the version installed by homebrew. 

More details can be found in this blog: https://www.ibm.com/developerworks/community/blogs/jfp/entry/Installing_XGBoost_on_Mac_OSX?lang=en
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The document of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.
- clone https://github.com/tqchen/recommonmark to root
- type make html

Checkout https://recommonmark.readthedocs.org for guide on how to write markdown with extensions used in this doc, such as math formulas and table of content.