Install nbsphinx with pip:

python3 -m pip install nbsphinx --user

If you suddenly change your mind, you can un-install it with:

python3 -m pip uninstall nbsphinx

Depending on your Python installation, you may have to use python instead of python3. Recent versions of Python already come with pip pre-installed. If you don’t have it, you can install it manually.

Syntax Highlighting

To get proper syntax highlighting in code cells, you’ll need an appropriate Pygments lexer. This of course depends on the programming language of your Jupyter notebooks (more specifically, the pygments_lexer metadata of your notebooks).

For example, if you use Python in your notebooks, you’ll have to have the IPython package installed:

python3 -m pip install IPython --user

You’ll most likely have this installed already.

Jupyter Kernel

If you want to execute your notebooks during the Sphinx build process (see Executing Notebooks), you need an appropriate Jupyter kernel installed.

For example, if you use Python, you should install the ipykernel package:

python3 -m pip install ipykernel --user

Again, it’s very likely that you have that installed already.

Sphinx Setup

In the directory with your notebook files, run this command (assuming you have Sphinx installed already):

python3 -m sphinx.quickstart

Answer the questions that appear on the screen. In case of doubt, just press the <Return> key repeatedly to take the default values.

After that, there will be a few brand-new files in the current directory. You’ll have to make a few changes to the file named You should at least check if those two variables contain the right things:

extensions = [
exclude_patterns = ['_build', '**.ipynb_checkpoints']

Once your is in place, edit the file named index.rst and add the file names of your notebooks (with or without the .ipynb extension) to the toctree directive.

autosummary bug:

If you are using the sphinx.ext.autosummary Sphinx extension, there is a bug in Sphinx (below version 1.5) which prevents notebooks from being parsed. As a work-around you can explicitly list all the files for which autosummary should be ran using the autosummary_generate variable in For example,

autosummary_generate = ['myfile1.rst', 'myfile2.rst']

Running Sphinx

To create the HTML pages, use this command:

python3 -m sphinx <source-dir> <build-dir>

If you have many notebooks, you can do a parallel build by using the -j option:

python3 -m sphinx <source-dir> <build-dir> -j<number-of-processes>

For example, if your source files are in the current directory and you have 4 CPU cores, you can run this:

python3 -m sphinx . _build -j4

Afterwards, you can find the main HTML file in _build/index.html.

Subsequent builds will be faster, because only those source files which have changed will be re-built. To force re-building all source files, use the -E option.

To create LaTeX output, use:

python3 -m sphinx <source-dir> <build-dir> -b latex

If you don’t know how to create a PDF file from the LaTeX output, you should have a look at Latexmk (see also this tutorial).

Sphinx can automatically check if the links you are using are still valid. Just invoke it like this:

python3 -m sphinx <source-dir> <build-dir> -b linkcheck

Watching for Changes with sphinx-autobuild

If you think it’s tedious to run the Sphinx build command again and again while you make changes to your notebooks, you’ll be happy to hear that there is a way to avoid that: sphinx-autobuild!

It can be installed with

python3 -m pip install sphinx-autobuild --user

You can start auto-building your files with

sphinx-autobuild <source-dir> <build-dir>

This will start a local webserver which will serve the generated HTML pages at http://localhost:8000/. Whenever you save changes in one of your notebooks, the appropriate HTML page(s) will be re-built and when finished, your browser view will be refreshed automagically. Neat!

You can also abuse this to auto-build the LaTeX output:

sphinx-autobuild <source-dir> <build-dir> -b latex

However, to auto-build the final PDF file as well, you’ll need an additional tool. Again, you can use latexmk for this (see above). Change to the build directory and run

latexmk -pdf -pvc

If your PDF viewer isn’t opened because of LaTeX build errors, you can use the command line flag -f to force creating a PDF file.

Automatic Creation of HTML and PDF output on

This is very easy!

  1. Create an account on and add your Github/Bitbucket repository (or any publicly available Git/Subversion/Mercurial/Bazaar repository).

  2. Create a file named requirements.txt (or whatever name you wish) in your repository containing the required pip packages:

  3. In the “Advanced Settings” on, specify the path to your requirements.txt file (or however you called it) in the box labelled “Requirements file”. Kinda obvious, isn’t it?

  4. Still in the “Advanced Settings”, make sure the right Python interpreter is chosen. This must be the same version (2.x or 3.x) as you were using in your notebooks!

  5. Make sure that in the “Settings” of your Github repository, under “Webhooks & services”, “ReadTheDocs” is listed and activated in the “Services” section. If not, use “Add service”. There is probably a similar thing for Bitbucket.

  6. Done!

After that, you only have to “push” to your repository, and the HTML pages and the PDF file of your stuff are automagically created on Awesome!

You can even have different versions of your stuff, just use Git tags and branches and select in the settings (under “Admin”, “Versions”) which of those should be created.

HTML Themes

The nbsphinx extension does not provide its own theme, you can use any of the available themes or create a custom one, if you feel like it.

The following links show how the nbsphinx documentation looks like in different themes.

Sphinx’s Built-In Themes

3rd-Party Themes

If you know of another Sphinx theme that should be included here, please open an issue on Github.