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Python implementation of the graph visualization tool Cytoscape.

Project description


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A widget enabling interactive graph visualization with cytoscape.js in JupyterLab and the Jupyter notebook.

Try it out using binder: Binder or install and try out the examples.

cytoscape screencast



With conda: (recommended)

conda install -c conda-forge ipycytoscape

With pip:

pip install ipycytoscape

For jupyterlab users:

There is an aditional step if you're using JupyterLab:

jupyter labextension install @jupyter-widgets/jupyterlab-manager jupyter-cytoscape

If you are using Jupyter Notebook 5.2 or earlier, you may also need to enable the nbextension:

jupyter nbextension enable --py [--sys-prefix|--user|--system] ipycytoscape

For a development installation:

(requires npm)

While not required, we recommend creating a conda environment to work in:

conda create -n ipycytoscape -c conda-forge jupyterlab nodejs
conda activate ipycytoscape

# clone repo
git clone
cd ipycytoscape

# Install python package for development, runs npm install and npm run build
pip install -e .

When developing ipycytoscape, you need to manually enable the extension with the notebook / lab frontend. For lab, this is done by the command:

# install jupyterlab-manager and this extension
jupyter labextension install @jupyter-widgets/jupyterlab-manager --no-build
jupyter labextension install .

For classic notebook, you can run:

jupyter nbextension install --sys-prefix --symlink --overwrite --py ipycytoscape
jupyter nbextension enable --sys-prefix --py ipycytoscape

Note that the --symlink flag doesn't work on Windows, so you will here have to run the install command every time that you rebuild your extension. For certain installations you might also need another flag instead of --sys-prefix, but we won't cover the meaning of those flags here.

How to see your changes


To continuously monitor the project for changes and automatically trigger a rebuild, start Jupyter in watch mode:

jupyter lab --watch

And in a separate session, begin watching the source directory for changes:

npm run watch


If you make a change to the python code then you need to restart the notebook kernel to have it take effect.


We use a shared copyright model that enables all contributors to maintain the copyright on their contributions.

This software is licensed under the BSD-3-Clause license. See the LICENSE file for details.

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