SoftPlusHSGP.parameterize_from_data

classmethod SoftPlusHSGP.parameterize_from_data(X, dims, X_mid=None, eta_mass=0.05, eta_upper=1.0, ls_lower=1.0, ls_upper=None, ls_mass=0.9, cov_func=CovFunc.ExpQuad, centered=False, drop_first=True, transform=None, demeaned_basis=False)

Create a HSGP informed by the data with literature-based recommendations.