RAPIDS supports hyperparameter optimization and AutoML solutions based on AWS SageMaker, Azure ML, Google Cloud AI, Dask ML, Optuna, Ray Tune and TPOT frameworks, so you can easily integrate with whichever framework you use today. RAPIDS also integrates easily with MLflow to track and orchestrate experiments from any of these frameworks.
Get the HPO example code
Our GitHub repo contains helper code, sample notebooks, and step-by-step instructions to get you up and running on each HPO platform. See our README
Clone the Repo
Start by cloning the open-source cloud-ml-examples repository from RAPIDSai GitHub.
See our Repo