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Multi-Output GP Emulator 0.2.0 documentation
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__call__() (mogp_emulator.gKDR method)
__init__() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MonteCarloDesign method)
(mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.HistoryMatching method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
(mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
(mogp_emulator.gKDR method)
A
autothin_samples() (in module mogp_emulator.MCMC)
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_drdx() (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)
check_coords() (mogp_emulator.HistoryMatching method)
check_expectations() (mogp_emulator.HistoryMatching method)
check_gp() (mogp_emulator.HistoryMatching method)
check_obs() (mogp_emulator.HistoryMatching method)
check_threshold() (mogp_emulator.HistoryMatching method)
compute_local_covariance() (mogp_emulator.GaussianProcess.GaussianProcess 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_implausibility() (mogp_emulator.HistoryMatching 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_NROY() (mogp_emulator.HistoryMatching 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_RO() (mogp_emulator.HistoryMatching method)
get_targets() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
gKDR (class in mogp_emulator)
gram_matrix() (mogp_emulator.DimensionReduction method)
gram_matrix_sqexp() (mogp_emulator.DimensionReduction method)
H
has_function() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
hessian() (mogp_emulator.GaussianProcess.GaussianProcess method)
HistoryMatching (class in mogp_emulator)
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)
kernel_inputderiv() (mogp_emulator.Kernel.Kernel method)
L
LatinHypercubeDesign (class in mogp_emulator.ExperimentalDesign)
learn_hyperparameters() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
learn_hyperparameters_MCMC() (mogp_emulator.GaussianProcess.GaussianProcess method)
learn_hyperparameters_MLE() (mogp_emulator.GaussianProcess.GaussianProcess method)
learn_hyperparameters_normalapprox() (mogp_emulator.GaussianProcess.GaussianProcess 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)
MCMC_step() (in module mogp_emulator.MCMC)
median_dist() (mogp_emulator.DimensionReduction method)
MH_proposal() (in module mogp_emulator.MCMC)
MICEDesign (class in mogp_emulator.SequentialDesign)
MICEFastGP (class in mogp_emulator.SequentialDesign)
mogp_emulator.DimensionReduction (module)
mogp_emulator.MCMC (module)
mogp_emulator.tests.benchmark_branin (module)
mogp_emulator.tests.benchmark_MCMC (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)
sample_MCMC() (in module mogp_emulator.MCMC)
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_coords() (mogp_emulator.HistoryMatching method)
set_expectations() (mogp_emulator.HistoryMatching method)
set_gp() (mogp_emulator.HistoryMatching 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)
set_obs() (mogp_emulator.HistoryMatching method)
set_threshold() (mogp_emulator.HistoryMatching method)
SquaredExponential (class in mogp_emulator.Kernel)
status() (mogp_emulator.HistoryMatching method)
T
tune_parameters() (mogp_emulator.gKDR class method)
U
update() (mogp_emulator.HistoryMatching method)
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Multi-Output GP Emulator 0.2.0 documentation
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