Interchangeable Gaussian Process Models

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Documentation for package ‘IGP’ version 0.2.0

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IGP IGP general function
IGP_base UGP Class providing object with methods for fitting a GP model
IGP_CGP IGP R6 object for fitting CGP model
IGP_DiceKriging IGP R6 object for fitting DiceKriging model
IGP_GauPro IGP R6 object for fitting GauPro model
IGP_GauPro_kernel IGP R6 object for fitting GauPro model
IGP_GPfit IGP R6 object for fitting GPfit model
IGP_GPy IGP R6 object for fitting GPy model
IGP_hetGP IGP R6 object for fitting hetGP model
IGP_laGP IGP R6 object for fitting laGP model
IGP_laGP_GauPro IGP R6 object for fitting laGP_GauPro model
IGP_laGP_GauPro_kernel IGP R6 object for fitting laGP_GauPro_kernel model
IGP_LOOEC_GauPro_kernel IGP R6 object for fitting GauPro model
IGP_LOOEC_laGP_GauPro IGP R6 object for fitting laGP_GauPro model with leave-one-out error correction
IGP_mlegp IGP R6 object for fitting mlegp model
IGP_sklearn IGP R6 object for fitting sklearn model
IGP_tgp IGP R6 object for fitting tgp model
predict.IGP Predict for class IGP