The documentation 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.