surrogates#

Surrogates: Regress a model to data to establish a system approximation

Modules

base

Surrogate model class definition

botorch

Surrogate models built using BoTorch API and torch_model objects

custom_GP

Custom implementations of Gaussian Process models using BoTorch API

custom_torch

Custom implementations of PyTorch surrogate models using BoTorch API

utils

Utility functions for surrogate model handling