Ray has a variety of different extra integrations with ecosystem libraries.
Distributed Scikit-learn / Joblib
Distributed LightGBM on Ray
Ray Collective Communication Lib
Distributed PyTorch Lightning Training on Ray
Distributed XGBoost on Ray
Ray Workflows API
Ray AI Runtime (alpha)