I found that installing ipython3 (JuPyTer) last version (JSON4 etc.) is harder that expected on Ubuntu 14.04.$ The problem is that default version of ipython3 using sudo apt-get install ipython3-notebook is the version 1.2.1 which is a bit old.
To install a good version without cloning the ipython rpositories one has to use pip3 for instance. Pip3 package are more up to date.
Now you have a beautiful jupyter console!
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