Intel Extension for Scikit-Learn

Re:Intel Extension for Scikit-Learn by zibzab on Monday November 01, 2021 @01:22PM (#29069834)

Any idea if this can be used with Jupyter?

I have a bunch of notebooks that take 4-8 hours to run. This could potentially make my life much easier.

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Re:Intel Extension for Scikit-Learn by napetrov on Friday November 12, 2021 @09:30AM (#29199566)

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

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Re:Intel Extension for Scikit-Learn by prionassembly on Monday November 01, 2021 @03:57PM (#29072184)

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

Also: how in th

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Re:Intel Extension for Scikit-Learn by kzrdude on Monday November 01, 2021 @03:44PM (#29071989)

No reason not to try it

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Re:Intel Extension for Scikit-Learn by zibzab on Tuesday November 02, 2021 @05:11AM (#29078781)

I did, but I see absolutely no performance improvements.

Maybe notebooks require something more?

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Re:Intel Extension for Scikit-Learn by kzrdude on Tuesday November 02, 2021 @05:51AM (#29079044)

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.

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