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scikit-learn tip #37: issue with set_config() function

Dear all,

Thanks to the fantastic work from Kevin to spread his data science knowledges accross the web, I discovered this new pipeline interactive diagramm in sklearn v0.23. I tried to use it on one of my jupyter notebook after ruing a conda update --all, to ensure no compatibility issues, and I am really struggeling with it.
I can import the package. But when I just try to set display parameter to 'diagram', it is just telling me "set_config() got an unexpected keyword argument 'display'"

Screenshot_1

I am searching to fix this issue on my notebook since nearly 1 h, but impossible to find what went wrong. Does anyone have an idea on how to run this new function?

Thanks a lot for your support, and take good care!

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