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HPO

Performing HPO with RAPIDS on different frameworks:

  1. 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
  2. Using Optuna, Run optuna/optuna_rapids.ipynb Run pip install optuna