IPython

• http://jupyter.org/notebook.html

Problems #

• 5 reasons why jupyter notebooks suck
• I Don't Like Notebooks - Joel Grus - #JupyterCon 2018

Tips #

• http://stackoverflow.com/questions/19479645/using-ipython-console-along-side-ipython-notebook - %qtconsole
• Running a notebook server
• Easily distributing a parallel IPython Notebook on a cluster
• Remote Access to IPython Notebooks via SSH

On a remote machine:

remote_user@remote_host$ jupyter notebook --no-browser --port=8889

then connect like this (remove -f option to prevent it to run in the background):

local_user@local_host$ ssh -N -f -L localhost:8888:localhost:8889 remote_user@remote_host

Open a browser:

localhost:8888

• Auto-reload - http://ipython.org/ipython-doc/dev/config/extensions/autoreload.html

Type the following to reload modules whenever you execute code.

%load_ext autoreload  
%autoreload 2   # Reload all modules (except those excluded by %aimport) every time

Examples #

• A gallery of interesting IPython Notebooks

• https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks

• http://nbviewer.ipython.org/urls/raw.github.com/agconti/kaggle-titanic/master/Titanic.ipynb
• Datalicious Notebookmania – My favorite 7 IPython Notebooks
  • Mining the social web
  • xkcd 1313: Regex Golf by Peter Norvig
• I400/590 : Large-Scale Social Phenomena - Data Mining Demo by Artemy Kolchinsky
• [https://github.com/ipython/nbconvert-examples nbconvert example]

Incoming Links #

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