Photo by Tanner Boriack on Unsplash

Accelerate Your scikit-learn Applications

Faster Experimentation with Predictable Behavior

Figure 1. Multithreaded speedup of the accelerated scikit-learn over the base scikit-learn
Figure 2. Sequential speedup of the accelerated scikit-learn over the base scikit-learn
conda install scikit-learn-intelex -c conda-forgepip install scikit-learn-intelex
python -m sklearnex your_application.py
from sklearnex import patch_sklearn
patch_sklearn()
from sklearn.svm import SVC # your usual code without any changes
In [1]: from sklearnex import patch_sklearnIn [2]: patch_sklearn()
Intel(R) Extension for Scikit-learn* enabled
(https://github.com/intel/scikit-learn-intelex)

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