Module for multi-fidelity regression problem by using Gaussian process regression.
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For conventional Gaussian process regression,
from mfmodeling import SingleGP
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For multi-fidelity regression problem, the present
mfmodeling
module contains Nonlinear AutoRegressive Gaussian Process regression (NARGP) algorithm.
from mfmodeling import NARGP
See tests
directory for more detailed usage.