Jupyter Notebook (formerly IPython Notebooks) is a web-based interactive computational environment for creating Jupyter notebooks documents.


  • calmap - plot pandas time series data sampled by day in a heatmap per calendar year, similar to GitHub's contributions plot, using matplotlib - 🐙 🐍
  • Jupyter Dashboards Layout Extension - 🐙 🐍
  • nbresuse - A small extension for Jupyter Notebooks that displays an indication of how much resources your current notebook server and its children (kernels, terminals, etc) are using. - 🐙 🐍
  • voilà - Voilà allows you to convert a Jupyter Notebook into an interactive dashboard that allows you to share your work with others. It is secure and customizable, giving you control over what your readers experience. - 🐙 🐍

JupyterHub Distributions

  • The Littlest JupyterHub - A simple JupyterHub distribution for a small (0-100) number of users on a single server.
  • Zero to JupyterHub with Kubernetes - This project will help you set up your own JupyterHub on a cloud and leverage the clouds scalable nature to support large groups of users. Thanks to Kubernetes, we are not tied to a specific cloud provider.


Useful magic commands

The %run commands runs a Python script inside the notebook:

%run file.py

The %%writefile writes the conents of a cell to a file:


def to_upper(x: str):
    return x.upper()