Class or Function Names
- GPSampler
Installation
pip install scipy torch
Example
import optuna
from optuna.samplers import GPSampler
def objective(trial):
x = trial.suggest_float("x", -5, 5)
return x**2
sampler = GPSampler()
study = optuna.create_study(sampler=sampler)
study.optimize(objective, n_trials=100)
Others
See the documentation for more details.
- Package
- samplers/gp
- Author
- Optuna team
- License
- MIT License
- Verified Optuna version
- 3.6.1
- Last update
- 2024-10-04