Scikit-learn in SAP Data Intelligence (speed boost with Intel oneAPI)

I would like to show you a little example how to boost speed of model training and inference with help of Intel oneAPI.

Just have a look on this standard Jupyter environment with code:

The main idea – with 2 lines of additional code:

from sklearnex import patch_sklearn
patch_sklearn()

you can boost training speed ~ x2 for this simple case.

All relevant documentation you can find here

HINT:

After patch you have to import sklearn (NOT BEFORE)

Try it yourself and have a happy ML-ing…