Jean-Philippe,

A change in the Spyder preferences might help 
(https://stackoverflow.com/questions/23585126/how-do-i-get-interactive-plots-again-in-spyder-ipython-matplotlib):

Tools > preferences > IPython console > Graphics > Graphics backend > 
Backend: Automatic

Restart Spyder or IPython console for a change to take effect. Hopefully, 
plots will show in a separate interactive window. Then you can switch 
between inline and interactive backends by magic commands in the IPython 
console:

%matplotlib inline

and

%matplotlib

For some reason, these two magic commands did not work properly on my 
computer with the initial "inline" selection in the Spyder 
preferences/Graphics backend. Change to "automatic" did the trick.

Konstantin

On Wednesday, September 6, 2017 at 7:43:13 PM UTC+3, 
[email protected] wrote:
>
> Hello,
> I just updated Spyder to version 3.2.2. I find that the separate graphic 
> window
> that used to be created whenever I used Matplotlib does not appear anymore.
> Plots are shown inside the IPython console and interaction is impossile.
> What should I do ?
> I use python 3.6, matplotlib 2.02 under win 7/64 bits.
> Thanks for your help
> Jean-Philippe
>
>

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