Index

_

__init__() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method) (mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method) (mogp_emulator.ExperimentalDesign.MonteCarloDesign method) (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method) (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method)

C

calc_d2Kdr2() (mogp_emulator.Kernel.Kernel method) (mogp_emulator.Kernel.Matern52 method) (mogp_emulator.Kernel.SquaredExponential method) calc_d2rdtheta2() (mogp_emulator.Kernel.Kernel method) calc_dKdr() (mogp_emulator.Kernel.Kernel method) (mogp_emulator.Kernel.Matern52 method) (mogp_emulator.Kernel.SquaredExponential method)

calc_drdtheta() (mogp_emulator.Kernel.Kernel method) calc_K() (mogp_emulator.Kernel.Kernel method) (mogp_emulator.Kernel.Matern52 method) (mogp_emulator.Kernel.SquaredExponential method) calc_r() (mogp_emulator.Kernel.Kernel method)

E

ExperimentalDesign (class in mogp_emulator.ExperimentalDesign)

F

fast_predict() (mogp_emulator.SequentialDesign.MICEFastGP method)

G

GaussianProcess (class in mogp_emulator.GaussianProcess) generate_initial_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_base_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_batch_points() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_candidates() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_current_iteration() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_D() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method) get_inputs() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_method() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method) (mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method) (mogp_emulator.ExperimentalDesign.MonteCarloDesign method) get_n() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method)

get_n_cand() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_n_emulators() (mogp_emulator.MultiOutputGP.MultiOutputGP method) get_n_init() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_n_parameters() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method) (mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method) (mogp_emulator.ExperimentalDesign.MonteCarloDesign method) (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_n_samples() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_next_point() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) get_nugget() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method) (mogp_emulator.SequentialDesign.MICEDesign method) get_nugget_s() (mogp_emulator.SequentialDesign.MICEDesign method) get_params() (mogp_emulator.GaussianProcess.GaussianProcess method) get_targets() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method)

H

has_function() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method)

hessian() (mogp_emulator.GaussianProcess.GaussianProcess method)

K

Kernel (class in mogp_emulator.Kernel) kernel_deriv() (mogp_emulator.Kernel.Kernel method)

kernel_f() (mogp_emulator.Kernel.Kernel method) kernel_hessian() (mogp_emulator.Kernel.Kernel method)

L

LatinHypercubeDesign (class in mogp_emulator.ExperimentalDesign) learn_hyperparameters() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method)

load_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) loglikelihood() (mogp_emulator.GaussianProcess.GaussianProcess method)

M

Matern52 (class in mogp_emulator.Kernel) MICEDesign (class in mogp_emulator.SequentialDesign) MICEFastGP (class in mogp_emulator.SequentialDesign) mogp_emulator.tests.benchmark_branin (module)

mogp_emulator.tests.benchmark_rosenbrock (module) mogp_emulator.tests.benchmark_tsunami (module) MonteCarloDesign (class in mogp_emulator.ExperimentalDesign) MultiOutputGP (class in mogp_emulator.MultiOutputGP)

P

partial_devs() (mogp_emulator.GaussianProcess.GaussianProcess method)

predict() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method)

R

run_initial_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) run_next_point() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method)

run_sequential_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method)

S

sample() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method) (mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method) (mogp_emulator.ExperimentalDesign.MonteCarloDesign method) save_design() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) save_emulator() (mogp_emulator.GaussianProcess.GaussianProcess method) save_emulators() (mogp_emulator.MultiOutputGP.MultiOutputGP method) SequentialDesign (class in mogp_emulator.SequentialDesign)

set_batch_targets() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) set_initial_targets() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) set_next_target() (mogp_emulator.SequentialDesign.MICEDesign method) (mogp_emulator.SequentialDesign.SequentialDesign method) set_nugget() (mogp_emulator.GaussianProcess.GaussianProcess method) (mogp_emulator.MultiOutputGP.MultiOutputGP method) SquaredExponential (class in mogp_emulator.Kernel)