APIs A sampler that uses Syne Tune v0.14.2 that can be run by the following:
$ pip install optunahub syne-tune Please check the API reference for more details:
https://syne-tune.readthedocs.io/en/latest/_apidoc/modules.html SyneTuneSampler(metric: str, search_space: dict[str, BaseDistribution], direction: str = "minimize", searcher_method: str = "CQR", searcher_kwargs: dict = None) search_space: A dictionary of Optuna distributions. direction: Defines direction of optimization. Must be one of the following: [minimize, maximize]. metric: The metric to be optimized.