mybinder: Javascript Error: IPython is not defined

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I have created a jupyter notebook and created a mybinder from it. The notebook contains an interactive plot (matplotlib), which will update itself while the code is running. The cell looks like this:

%matplotlib notebook
# do some plotting # 

The jupyter notebook itself works fine, the problems only occur when using jupyterlab via mybinder. It will then throw the following error:

Javascript Error: IPython is not defined

Any help is much appreciated!

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