Source code for baybe.surrogates.gaussian_process.presets.core

"""Preset configurations for Gaussian process surrogates."""

from __future__ import annotations

from enum import Enum



[docs]
class GaussianProcessPreset(Enum):
    """Available Gaussian process surrogate presets."""

    BAYBE = "BAYBE"
    """The default BayBE settings of the Gaussian process surrogate class."""

    BOTORCH = "BOTORCH"
    """The BoTorch settings."""

    CHEN = "CHEN"
    """The adaptive kernel hyperprior settings proposed by :cite:p:`Chen2026`."""

    EDBO = "EDBO"
    """The EDBO settings proposed by :cite:p:`Shields2021`."""

    EDBO_SMOOTHED = "EDBO_SMOOTHED"
    """A smoothed version of the EDBO settings (adapted from :cite:p:`Shields2021`)."""