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Multi-Output GP Emulator 0.4.0 documentation
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D
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G
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M
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N
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P
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R
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U
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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)
Coefficient (class in mogp_emulator.MeanFunction)
ConstantMean (class in mogp_emulator.MeanFunction)
D
D (mogp_emulator.GaussianProcess.GaussianProcess attribute)
d2logpdtheta2() (mogp_emulator.Priors.GammaPrior method)
(mogp_emulator.Priors.InvGammaPrior method)
(mogp_emulator.Priors.NormalPrior method)
(mogp_emulator.Priors.Prior method)
dlogpdtheta() (mogp_emulator.Priors.GammaPrior method)
(mogp_emulator.Priors.InvGammaPrior method)
(mogp_emulator.Priors.NormalPrior method)
(mogp_emulator.Priors.Prior method)
E
ExperimentalDesign (class in mogp_emulator.ExperimentalDesign)
F
fast_predict() (mogp_emulator.SequentialDesign.MICEFastGP method)
fit() (mogp_emulator.GaussianProcess.GaussianProcess method)
FixedMean (class in mogp_emulator.MeanFunction)
G
GammaPrior (class in mogp_emulator.Priors)
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_implausibility() (mogp_emulator.HistoryMatching method)
get_inputs() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
get_K_matrix() (mogp_emulator.GaussianProcess.GaussianProcess method)
get_method() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MonteCarloDesign method)
get_n_cand() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign 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_params() (mogp_emulator.MeanFunction.Coefficient method)
(mogp_emulator.MeanFunction.FixedMean method)
(mogp_emulator.MeanFunction.MeanBase method)
(mogp_emulator.MeanFunction.MeanComposite method)
(mogp_emulator.MeanFunction.MeanPower method)
(mogp_emulator.MeanFunction.MeanProduct method)
(mogp_emulator.MeanFunction.MeanSum method)
(mogp_emulator.MeanFunction.PolynomialMean 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.SequentialDesign.MICEDesign method)
get_nugget_s() (mogp_emulator.SequentialDesign.MICEDesign 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)
HistoryMatching (class in mogp_emulator)
I
inputs (mogp_emulator.GaussianProcess.GaussianProcess attribute)
InvGammaPrior (class in mogp_emulator.Priors)
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)
LinearMean (class in mogp_emulator.MeanFunction)
load_design() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
logp() (mogp_emulator.Priors.GammaPrior method)
(mogp_emulator.Priors.InvGammaPrior method)
(mogp_emulator.Priors.NormalPrior method)
(mogp_emulator.Priors.Prior method)
logpost_deriv() (mogp_emulator.GaussianProcess.GaussianProcess method)
logpost_hessian() (mogp_emulator.GaussianProcess.GaussianProcess method)
logposterior() (mogp_emulator.GaussianProcess.GaussianProcess method)
M
Matern52 (class in mogp_emulator.Kernel)
MCMC_step() (in module mogp_emulator.MCMC)
mean_deriv() (mogp_emulator.MeanFunction.Coefficient method)
(mogp_emulator.MeanFunction.FixedMean method)
(mogp_emulator.MeanFunction.MeanBase method)
(mogp_emulator.MeanFunction.MeanComposite method)
(mogp_emulator.MeanFunction.MeanPower method)
(mogp_emulator.MeanFunction.MeanProduct method)
(mogp_emulator.MeanFunction.MeanSum method)
(mogp_emulator.MeanFunction.PolynomialMean method)
mean_f() (mogp_emulator.MeanFunction.Coefficient method)
(mogp_emulator.MeanFunction.FixedMean method)
(mogp_emulator.MeanFunction.MeanBase method)
(mogp_emulator.MeanFunction.MeanComposite method)
(mogp_emulator.MeanFunction.MeanPower method)
(mogp_emulator.MeanFunction.MeanProduct method)
(mogp_emulator.MeanFunction.MeanSum method)
(mogp_emulator.MeanFunction.PolynomialMean method)
mean_hessian() (mogp_emulator.MeanFunction.Coefficient method)
(mogp_emulator.MeanFunction.FixedMean method)
(mogp_emulator.MeanFunction.MeanBase method)
(mogp_emulator.MeanFunction.MeanPower method)
(mogp_emulator.MeanFunction.MeanProduct method)
(mogp_emulator.MeanFunction.MeanSum method)
(mogp_emulator.MeanFunction.PolynomialMean method)
mean_inputderiv() (mogp_emulator.MeanFunction.Coefficient method)
(mogp_emulator.MeanFunction.FixedMean method)
(mogp_emulator.MeanFunction.MeanBase method)
(mogp_emulator.MeanFunction.MeanComposite method)
(mogp_emulator.MeanFunction.MeanPower method)
(mogp_emulator.MeanFunction.MeanProduct method)
(mogp_emulator.MeanFunction.MeanSum method)
(mogp_emulator.MeanFunction.PolynomialMean method)
MeanBase (class in mogp_emulator.MeanFunction)
MeanComposite (class in mogp_emulator.MeanFunction)
MeanPower (class in mogp_emulator.MeanFunction)
MeanProduct (class in mogp_emulator.MeanFunction)
MeanSum (class in mogp_emulator.MeanFunction)
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.benchmarks.benchmark_branin (module)
mogp_emulator.benchmarks.benchmark_historymatching (module)
mogp_emulator.benchmarks.benchmark_kdr_GP (module)
mogp_emulator.benchmarks.benchmark_MICE (module)
mogp_emulator.benchmarks.benchmark_rosenbrock (module)
mogp_emulator.DimensionReduction (module)
mogp_emulator.MCMC (module)
mogp_emulator.tests.benchmark_tsunami (module)
MonteCarloDesign (class in mogp_emulator.ExperimentalDesign)
MultiOutputGP (class in mogp_emulator.MultiOutputGP)
N
n (mogp_emulator.GaussianProcess.GaussianProcess attribute)
n_params (mogp_emulator.GaussianProcess.GaussianProcess attribute)
NormalPrior (class in mogp_emulator.Priors)
nugget (mogp_emulator.GaussianProcess.GaussianProcess attribute)
nugget_type (mogp_emulator.GaussianProcess.GaussianProcess attribute)
P
PolynomialMean (class in mogp_emulator.MeanFunction)
predict() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
PredictResult (class in mogp_emulator.GaussianProcess)
Prior (class in mogp_emulator.Priors)
priors (mogp_emulator.GaussianProcess.GaussianProcess attribute)
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)
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_obs() (mogp_emulator.HistoryMatching method)
set_threshold() (mogp_emulator.HistoryMatching method)
SquaredExponential (class in mogp_emulator.Kernel)
status() (mogp_emulator.HistoryMatching method)
T
targets (mogp_emulator.GaussianProcess.GaussianProcess attribute)
theta (mogp_emulator.GaussianProcess.GaussianProcess attribute)
tune_parameters() (mogp_emulator.gKDR class method)
U
update() (mogp_emulator.HistoryMatching method)
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Multi-Output GP Emulator 0.4.0 documentation
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