Jiaming Yuan 207f058711 Refactor CMake scripts. (#4323)
* Refactor CMake scripts.

* Remove CMake CUDA wrapper.
* Bump CMake version for CUDA.
* Use CMake to handle Doxygen.
* Split up CMakeList.
* Export install target.
* Use modern CMake.
* Remove build.sh
* Workaround for gpu_hist test.
* Use cmake 3.12.

* Revert machine.conf.

* Move CLI test to gpu.

* Small cleanup.

* Support using XGBoost as submodule.

* Fix windows

* Fix cpp tests on Windows

* Remove duplicated find_package.
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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.