optuna

Software framework for automating hyperparameter optimization, designed to be user-friendly and scalable. Optuna supports various optimization algorithms, including Bayesian optimization, grid search, and random search, and offers features like pruning of unpromising trials and visualization tools. It is particularly beneficial for data scientists and machine learning practitioners looking to optimize model performance efficiently.