Improving xgb prediction times on a single core

• xgb_vs_lightgbm

  2 0 3.2 R

  comparison of prediction times

I've done a quick comparison myself and lightgbm seems to be drastically slower than xgb for predictions: https://github.com/nolanp2/xgb_vs_lightgbm/blob/main/README.md

• scikit-learn-intelex

  3 1,160 9.5 Python

  Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

  

I can recommend https://github.com/intel/scikit-learn-intelex. We have been using this and it works great. The prediction time is greatly reduced and it has been running very stable. It's super easy to install and convert the trained XGB models to this Intel format.

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