🚀Speed up scikit learn: a new extension of the good old Python library for DS
The popular Sci-Kit Learn Python library is familiar to every Data Scientist. It has many advantages, but unlike the powerful ML frameworks PyTorch and TensorFlow, Scikit-learn does not allow for fast model training on GPUs. Sklearnex (Extension for Scikit-learn), a Sci-Kit Learn extension from Intel® Corporation, addresses this issue. Sklearnex is a free AI software module that provides 10x to 100x acceleration for a variety of applications. It fully supports all Scikit-Learn APIs and algorithms, speeding up code by replacing standard algorithms with optimized versions. The extension supports Python 3.6 and newer, and you can install it using the typical pip or conda package managers:
pip install scikit-learn-intelex
conda install scikit-learn-intelex -c conda-forge
https://intel.github.io/scikit-learn-intelex/
https://medium.com/@vamsik23/boost-sklearn-using-intels-sklearnex-cf2669f425bd