This is exactly what I did (see OP). Still, it looks like the finalizers 
are not run. 

On Thursday, October 13, 2016 at 3:59:49 PM UTC+2, Steven G. Johnson wrote:
> If you just close the notebook window, the process is still running (and 
> you can re-connect to it via the Jupyter dashboard).   You need to choose 
> "Close and Halt" from the Jupyter file menu.

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