Change Read the Docs Theme

Download the package:

C:\> pip install sphinx_rtd_theme

In your conf.py file:

import sphinx_rtd_theme

html_theme = "sphinx_rtd_theme"

html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]

After that your docs looks like this