About the hyperparameter optimization framework for machine learning Optuna (TM) Optuna was open-sourced by PFN in December 2018 as a hyperparameter optimization framework written in Python.

Pandas and Scikit-learn can be swapped with RAPIDS cuDF and cuML respectively (open source libraries), and XGBoost can already run on a GPU and with Dask. When coupled with an open source framework ...