Jupyter Notebooks Examples and Documentation

These sample Jupyter Notebooks demonstrate creating and running notebooks, deploying them as tools, submitting jobs to the cluster, and more.

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Version 1.3 - published on 17 Sep 2021

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Documentation and sample Jupyter Notebooks demonstrate how to run Jupyter on the Hub. You can run and adapt these notebooks for your own use.

Material covered:

  • Intro to notebooks
  • Notebooks for Python, Octave, and R
  • Kernels
  • Plotting with Matplotlib, Bokeh, Plotly, and more
  • HUBzero Submit in Notebooks
  • Building tool GUIs
  • Publishing Notebooks on the Hub


With help from HUBzero, Anaconda, and other open-source documentation.

Cite this work

Researchers should cite this work as follows:

  • Jeanette Sperhac; Elliot Snitzer (2021), "Jupyter Notebooks Examples and Documentation," https://theghub.org/resources/jupyterexamples.

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