Jiaming Yuan 8905df4a18
Perform clang-tidy on both cpp and cuda source. (#4034)
* Basic script for using compilation database.

* Add `GENERATE_COMPILATION_DATABASE' to CMake.
* Rearrange CMakeLists.txt.
* Add basic python clang-tidy script.
* Remove modernize-use-auto.
* Add clang-tidy to Jenkins
* Refine logic for correct path detection

In Jenkins, the project root is of form /home/ubuntu/workspace/xgboost_PR-XXXX

* Run clang-tidy in CUDA 9.2 container
* Use clang_tidy container
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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.