baybe

BayBE — A Bayesian Back End for Design of Experiments.

Modules

acquisition

Acquisition function wrappers.

campaign

Functionality for managing DOE campaigns.

constraints

BayBE constraints.

exceptions

Custom exceptions and warnings.

kernels

Kernels for Gaussian process surrogate models.

objective

Temporary dispatching functionality for backward compatibility.

objectives

BayBE objectives.

parameters

BayBE parameters.

priors

Prior distributions.

recommenders

BayBE recommenders.

scaler

Functionality for data scaling.

searchspace

BayBE search spaces.

serialization

Serialization functionality.

simulation

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

surrogates

BayBE surrogates.

targets

BayBE targets.

telemetry

Telemetry functionality for BayBE.

utils

Collection of small utilities.