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Upgrade recipes to IPython 4.x/Jupyter
This issue is to track progress of the upgrade and discuss problems along the way, if any.
With the commit 2572a02 all recipes from Chapter 1 are upgraded. Note: Recipes 3 and 4 need not any changes.
The recipe in Chapter 2 need not any changes.