Optuna - A hyperparameter optimization frameworkA simple optimization problem: Define objective function to be optimized. Let's minimize (x - 2)^2 Suggest hyperparameter values using trial object. Here, a float value of x is suggested from -10 to 10 Create a study object and invoke the optimize method over 100 trials import optuna def objective(trial): x = trial.suggest_float('x', -10, 10) return (x - 2) ** 2 study = optuna.create_study() study
