Generators

GridSamplingGenerator(vocs, n_steps)	Sample an n-dimensional space with a uniform grid.
LineSamplingGenerator(vocs, n_steps)	Sample an n-dimensional space one parameter at a time.
RandomSamplingGenerator(vocs[, ...])	Sample an n-dimensional space with random distributions.
AxSingleFidelityGenerator(vocs[, ...])	Single-fidelity Bayesian optimization using the Ax service API.
AxMultiFidelityGenerator(vocs[, n_init, ...])	Multifidelity Bayesian optimization using the Ax service API.
AxMultitaskGenerator(vocs, lofi_task, hifi_task)	Multitask Bayesian optimization using the Ax developer API.
AxClientGenerator(ax_client[, ...])	Bayesian optimization generator with a user-defined AxClient.