baybe

BayBE — A Bayesian Back End for Design of Experiments.

Modules

baybe.acquisition

Adapter for making BoTorch's acquisition functions work with other models.

baybe.campaign

Functionality for managing DOE campaigns.

baybe.constraints

BayBE constraints.

baybe.exceptions

Custom exceptions.

baybe.objective

Functionality for defining optimization objectives.

baybe.parameters

BayBE parameters.

baybe.recommenders

BayBE recommenders.

baybe.scaler

Functionality for data scaling.

baybe.searchspace

BayBE search spaces.

baybe.serialization

Serialization functionality.

baybe.simulation

Functionality to "simulate" Bayesian DOE given a lookup mechanism.

baybe.strategies

BayBE strategies.

baybe.surrogates

BayBE surrogates.

baybe.targets

BayBE targets.

baybe.telemetry

Telemetry functionality for BayBE.

baybe.utils

Collection of small utilities.