Intel Extension to Scikit-learn that speeds some processes 10-100x

Intel has released an extension to Scikit-learn that speeds up some workloads 10-100x. Of course, this only works on Intel chips, but could be useful for those of us using scikit for our numerai models.

https://intel.github.io/scikit-learn-intelex/

The modifications to code are minimal:

from sklearnex import patch_sklearn
patch_sklearn()
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