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          January 5, 2022 17:12 
        
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  | study = optuna.create_study(direction="minimize") | |
| study.optimize(objective, n_trials=500) | |
| print(f"Optimized RMSE: {study.best_value:.4f}") | |
| print("Best params:") | |
| for key, value in study.best_params.items(): | |
| print(f"\t{key}: {value}") | 
  
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