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yes, notebooks have no difference for sklernex

You likely not exporting algorithms from scikit learn again after patching - i.e. patch call should be made prior to import.

Note there are kaggle notebooks that showcase same optimizations - https://www.kaggle.com/napetrov/tps04-svm-with-intel-extensi... They are also basically notebooks

You can always export jupyter notebooks to straight .py files.

Also: how in th

No reason not to try it

I did, but I see absolutely no performance improvements.

Maybe notebooks require something more?

I don't know your setup but regular jupyterlab notebook execution is really exactly like python in almost everything, there's not much that should be different.