OptunaHub

NOTICE: OptunaHub is under development and all features are experimental. API may change in the future.

Python Library to use packages published in OptunaHub Registry.

Install

Install optunahub package.

pip install optunahub

Documentation

• OptunaHub documentation

Example

import optunahub
import optuna


def objective(trial: optuna.Trial) -> float:
    x = trial.suggest_float("x", 0, 1)

    return x


if __name__ == "__main__":
    mod = optunahub.load_module("samplers/simulated_annealing")

    sampler = mod.SimulatedAnnealingSampler()
    study = optuna.create_study(sampler=sampler)
    study.optimize(objective, n_trials=20)

    print(study.best_trial.value, study.best_trial.params)