In order to create the website, first install the Sphinx-doc from :

    brew install sphinx-doc ( on Mac )
    sudo apt-get install sphinx-doc ( Ubuntu )
    yum install sphinx-doc ( Fedora )

Then, run the following command to make the website:

   sphinx-build -b html . doc_html

The html pages will be built from the source files. 
