Abstract This package automatically selects an appropriate sampler for the provided search space based on the developers’ recommendation. The following articles provide detailed information about AutoSampler.
📰 AutoSampler: Automatic Selection of Optimization Algorithms in Optuna 📰 AutoSampler: Full Support for Multi-Objective & Constrained Optimization APIs AutoSampler(*, seed: int | None = None, constraints_func: Callable[[FrozenTrial], Sequence[float]] | None = None) seed: Random seed to initialize internal random number generator. Defaults to None (a seed is picked randomly).