Nan Zhu 4334b9cc91
Backport doc fixes that are compatible with 0.72 release
* Clarify behavior of LIBSVM in XGBoost4J-Spark (#3524)
* Fix typo in faq.rst (#3521)
* Fix typo in parameter.rst, gblinear section (#3518)
* Clarify supported OSes for XGBoost4J published JARs (#3547)
* Update broken links (#3565)
* Grammar fixes and typos (#3568)
* Bring XGBoost4J Intro up-to-date (#3574)
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The documentation of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.

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.