What is Optuna?
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning.
Key Features
- Lightweight and Versatile: Write optimization scripts with define-by-run syntax.
- Efficient Pruning: Early stopping of unpromising trials.
- Easy Parallelization: Scale optimization trials to multiple threads or GPUs.