The document of xgboost is generated with recommonmark and sphinx. You can build it locally by typing "make html" in this folder. - You will need to rerun the recommonmark script for readthedocs in sphinx_util. - This was a hack to get the customized parser into readthedocs, hopefully to be removed in future.