Performing HPO with RAPIDS on different frameworks:
- Using MLFlow + Hyperopt for HPO using airline data. Run
mlflow/mlflow_hyperopt_airline.ipynb notebook
Install hyperopt and Mlflow
pip install mlflow
pip install hyperopt
- Using Optuna, Run
optuna/optuna_rapids.ipynb
Run pip install optuna