To "compile" documentation into html form you would need to install Sphinx documentation package, which should be relatively trivial.
If you're on macOS:
If you're on Ubuntu Linux 16.04:
sudo apt install python3-pip sudo pip3 install -U pip setuptools sudo pip3 install -U sphinx sphinxcontrib-bibtex sphinxcontrib-fulltoc
Just type
make html
And a set of HTML pages will be build under _build/html
You can also type
make latexpdf
This way Sphinx will prepare .tex file and will try to build .pdf document.