XGBoost, GPUs and Scikit-Learn. YES! – Towards Data Science

During my Machine Learning studies I developed a taste for fast Machine Learning pipelines. Since python provides coding versatility it is an obvious choice for this endeavor. Scikit-Learn is an excellent framework to use any type of algorithm you might want to, i.e. most Machine Learning algorithms provide an interface for it. One popular example for this is xgboost. Although the interface exists it lacks a lot of functionality, e.g.