title: How to add python 3.6 kernel alongside 3.5 on jupyter
body: <p>I am trying to test some code on Python 3.6 but my system default python version is python 3.5 I have installed python 3.6 and have tried to follow the jupyter documentation to install a new python kernel</p>
  
  <pre><code>python3.6 -m pip install ipykernel
  python3.6 -m ipykernel install --user
  </code></pre>
  
  <p>But it didn't work since it continues to show a single kernel in the menu: <code>Python3</code></p>
  
  <p>Has anyone managed to have both 3.5 and 3.6 in the same jupyter installation?</p>