1
Install Optuna
Run `pip install optuna` ensuring Python 3.9 or higher is used.
2
Define Objective Function
Create a function that takes a trial object and returns a score to optimize.
3
Create a Study
Initialize a study object using `study = optuna.create_study()`.
4
Run Optimization
Call `study.optimize(objective, n_trials=100)` to start the hyperparameter search.
5
Visualize Results
Use built-in plotting functions or launch the dashboard with `optuna-dashboard` to monitor progress.