Hyperparameter Tuning for ML Models
Machine learning practitioners can use Optuna to automatically optimize hyperparameters of models built with frameworks like PyTorch or TensorFlow.
Multi-objective Optimization
Users can perform optimization involving multiple objectives using algorithms like NSGA-II supported by Optuna.