Simple script for installing a complete Jupyter notebook

jupyter-install.sh

#!/bin/bash
# Provides all the basic packages and kernels to have a complete Jupyter notebook ready!
#
# The installation includes:
# - scientific packages
# - ipython tab completion
# - bash kernel
# - ipywidgets
#
# To run a notebook:
# jupyter notebook --no-browser

set -e

# Jupyter
# https://try.jupyter.org/
## IPython kernel
# https://nbviewer.jupyter.org/github/ipython/ipython/blob/4.0.x/examples/IPython%20Kernel/Index.ipynb
pip install jupyter

# Basic kernels
## Bash kernel
# https://github.com/takluyver/bash_kernel
pip install bash_kernel
python -m bash_kernel.install

## Ipywidgets
# https://ipywidgets.readthedocs.io/en/latest/user_guide.html
pip install ipywidgets
jupyter nbextension enable --py widgetsnbextension

# Scientific python packages
pip install numpy scipy matplotlib pandas scikit-learn bokeh

# IPython shift+tab completion
pip install pyreadline