Thanks for thinking of a way to help improve this library! Remember that contributions come in all shapes and sizes beyond writing bug fixes. Contributing to documentation, opening new issues for bugs, asking for clarification on things you find unclear, and requesting new features, are all super valuable contributions.

Code Improvements#

All development for this library happens on GitHub at mpl_interactions. We recommend you work with a Conda environment (or an alternative virtual environment like venv).

git clone <your fork>
cd mpl-interactions
conda env create
conda activate mpl-interactions
pre-commit install

The conda env create command installs all Python packages that are useful when working on the source code of mpl_interactions and its documentation. You can also install these packages separately:

pip install -e .[dev]

The -e . flag installs the mpl_interactions folder in “editable” mode and [dev] installs the optional dependencies you need for developing mpl_interacions.

Seeing your changes#

If you are working in a Jupyter Notebook, then in order to see your code changes you will need to either:

  • Restart the Kernel every time you make a change to the code.

  • Make the function reload from the source file every time you run it by using autoreload, e.g.:

    %load_ext autoreload
    %autoreload 2
    from mpl_interactions import ....

Working with Git#

Using Git/GitHub can confusing (, so if you’re new to Git, you may find it helpful to use a program like GitHub Desktop and to follow a guide.

Also feel free to ask for help/advice on the relevant GitHub issue.


Our documentation on Read the Docs ( is built with Sphinx from the notebooks in the docs folder. It contains both Markdown files and Jupyter notebooks.

Examples are best written as Jupyter notebooks. To write a new example, create in a notebook in the docs/examples directory and list its path under one of the toctrees in the file. When the docs are generated, they will be rendered as static html pages by myst-nb.

If you have installed all developer dependencies (see above), you can view recent modifications to the source files the following simple tox command:

tox -e doc

If you open the index.html file in your browser you should now be able to see the rendered documentation.

Alternatively, you can use sphinx-autobuild to continuously watch source files for changes and rebuild the documentation for you. Sphinx-autobuild will be installed automatically by the above pip command, so all you need to do is run:

tox -e doclive

In a few seconds your web browser should open up the documentation. Now whenever you save a file the documentation will automatically regenerate and the webpage will refresh for you!

Embedding GIFs#

Unfortunately, interactive plots are not interactive on Read the Docs, because widgets require an active Python kernel to work. Instead, we therefore shoot gif or apng screencasts of interacting with the plots and embed them in the Jupyter notebooks.

To accomplish, these GIFs are best stored in docs/_static/images. Then, below the input cell of which you want to render cell output, you create a Markdown cell below that code cell and insert the GIF there as an image.

Thank you to our current team!#

This project follows the all-contributors specification. Contributors members can be found on mpl_interactionsREADME page.