Rustuna
Installation
You can install Rustuna via pip. Unlike Optuna, Rustuna doesn't have runtime dependencies, not even on NumPy. This not only eliminates concerns of version conflicts for users but also significantly speeds up imports.
$ pip install rustuna
Example
import rustuna
def objective(trial: rustuna.Trial) -> float:
x = trial.suggest_float("x", -10, 10)
y = trial.suggest_float("y", -10, 10)
value = (x - 2) ** 2 + (y + 5) ** 2
print(f"trial={trial.number}, x={x:.05}, y={y:.05}, value={value:.05}")
return value
study = rustuna.create_study()
study.optimize(objective, n_trials=100)
print(study.best_trial)
License
MIT License
Release files for rustuna 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| rustuna-0.1.0.tar.gz | 263.0 kB | Details |
Built distributions (wheels)
Total release size: 31.0 MB
Release files / rustuna-0.1.0.tar.gz
| Download URL | rustuna-0.1.0.tar.gz |
|---|---|
| Size | 263.0 kB |
| Tags | Source |
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