Publishing Jupyter Notebook to github pages

When you add Jupyter Notebook or IPython Notebook files with a .ipynb extension on GitHub, they will render as static HTML files in your repository.
GitHub Docs

Thats great, but what I want is to publish these htmls in GitHub pages.

When we enable GitHub pages for a repository, it automatically publishes all markdown files to the website of the repo at user-name.github.io/repo-name at the same relative url.

But when I have jupyter notebooks, they do not get published to pages.

We need to manually generate HTML files using nb convert.

Can github support this out of the box? Just like it renders the HTML in the repo page, it can also render same HTML in the github pages site of the same repo. Just like it does for markdown files