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Multi-Output GP Emulator 0.7.2 documentation
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_
__call__() (mogp_emulator.gKDR method)
__init__() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MaxiMinLHC method)
(mogp_emulator.ExperimentalDesign.MonteCarloDesign method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
(mogp_emulator.HistoryMatching method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
(mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
(mogp_emulator.gKDR method)
C
calc_d2r2dtheta2() (mogp_emulator.Kernel.StationaryKernel method)
(mogp_emulator.Kernel.UniformKernel method)
calc_dr2dtheta() (mogp_emulator.Kernel.StationaryKernel method)
(mogp_emulator.Kernel.UniformKernel method)
calc_r2() (mogp_emulator.Kernel.ProductKernel method)
(mogp_emulator.Kernel.StationaryKernel method)
(mogp_emulator.Kernel.UniformKernel 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)
ChoInv (class in mogp_emulator.linalg.cholesky)
ChoInvPivot (class in mogp_emulator.linalg.cholesky)
cholesky_factor() (in module mogp_emulator.linalg.cholesky)
Coefficient (class in mogp_emulator.MeanFunction)
ConstantMean (class in mogp_emulator.MeanFunction)
corr (mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
corr_raw (mogp_emulator.GPParams.GPParams attribute)
,
[1]
CorrTransform (class in mogp_emulator.GPParams)
cov (mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
cov_index (mogp_emulator.GPParams.GPParams attribute)
,
[1]
CovTransform (class in mogp_emulator.GPParams)
current_logpost (mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
D
D (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.MultiOutputGP.MultiOutputGP attribute)
d2logpdtheta2() (mogp_emulator.Priors.GPPriors method)
,
[1]
(mogp_emulator.Priors.WeakPrior method)
,
[1]
d2logpdx2() (mogp_emulator.Priors.GammaPrior method)
,
[1]
(mogp_emulator.Priors.InvGammaPrior method)
,
[1]
(mogp_emulator.Priors.LogNormalPrior method)
,
[1]
(mogp_emulator.Priors.NormalPrior method)
,
[1]
(mogp_emulator.Priors.WeakPrior method)
,
[1]
d2scaled_draw2() (mogp_emulator.GPParams.CorrTransform static method)
(mogp_emulator.GPParams.CovTransform static method)
default_prior() (mogp_emulator.Priors.PriorDist class method)
default_prior_corr() (mogp_emulator.Priors.PriorDist class method)
default_prior_corr_mode() (mogp_emulator.Priors.InvGammaPrior class method)
,
[1]
default_prior_mode() (mogp_emulator.Priors.InvGammaPrior class method)
,
[1]
default_prior_nugget() (mogp_emulator.Priors.InvGammaPrior class method)
,
[1]
default_priors() (mogp_emulator.Priors.GPPriors class method)
,
[1]
dlogpdtheta() (mogp_emulator.Priors.GPPriors method)
,
[1]
(mogp_emulator.Priors.WeakPrior method)
,
[1]
dlogpdx() (mogp_emulator.Priors.GammaPrior method)
,
[1]
(mogp_emulator.Priors.InvGammaPrior method)
,
[1]
(mogp_emulator.Priors.LogNormalPrior method)
,
[1]
(mogp_emulator.Priors.NormalPrior method)
,
[1]
(mogp_emulator.Priors.WeakPrior method)
,
[1]
dm_dot_b() (mogp_emulator.Priors.MeanPriors method)
,
[1]
dscaled_draw() (mogp_emulator.GPParams.CorrTransform static method)
(mogp_emulator.GPParams.CovTransform static method)
E
ExperimentalDesign (class in mogp_emulator.ExperimentalDesign)
F
fast_predict() (mogp_emulator.SequentialDesign.MICEFastGP method)
fit() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
fit_emulator() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
fixed_cholesky() (in module mogp_emulator.linalg.cholesky)
FixedMean (class in mogp_emulator.MeanFunction)
G
GammaPrior (class in mogp_emulator.Priors)
,
[1]
GaussianProcess (class in mogp_emulator.GaussianProcess)
GaussianProcessGPU (class in mogp_emulator.GaussianProcessGPU)
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_cov_matrix() (mogp_emulator.GaussianProcess.GaussianProcess method)
get_current_iteration() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
get_data() (mogp_emulator.GPParams.GPParams method)
,
[1]
get_design_matrix() (mogp_emulator.GaussianProcess.GaussianProcess method)
get_emulators_fit() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
get_emulators_not_fit() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
get_implausibility() (mogp_emulator.HistoryMatching method)
get_indices_fit() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
get_indices_not_fit() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
get_inputs() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
get_K_matrix() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
get_method() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MaxiMinLHC 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_obs() (mogp_emulator.HistoryMatching method)
get_n_parameters() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MaxiMinLHC method)
(mogp_emulator.ExperimentalDesign.MonteCarloDesign method)
(mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
get_n_params() (mogp_emulator.Kernel.KernelBase method)
(mogp_emulator.Kernel.UniformKernel method)
(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)
GPParams (class in mogp_emulator.GPParams)
,
[1]
GPPriors (class in mogp_emulator.Priors)
,
[1]
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)
has_nugget (mogp_emulator.GaussianProcess.GaussianProcess attribute)
has_weak_priors (mogp_emulator.Priors.MeanPriors attribute)
,
[1]
HistoryMatching (class in mogp_emulator)
I
inputs (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.MultiOutputGP.MultiOutputGP attribute)
inv_cov() (mogp_emulator.Priors.MeanPriors method)
,
[1]
inv_cov_b() (mogp_emulator.Priors.MeanPriors method)
,
[1]
inv_transform() (mogp_emulator.GPParams.CorrTransform static method)
(mogp_emulator.GPParams.CovTransform static method)
InvGammaPrior (class in mogp_emulator.Priors)
,
[1]
J
jit_cholesky() (in module mogp_emulator.linalg.cholesky)
K
kernel_deriv() (mogp_emulator.Kernel.KernelBase method)
(mogp_emulator.Kernel.ProductKernel method)
kernel_f() (mogp_emulator.Kernel.KernelBase method)
(mogp_emulator.Kernel.ProductKernel method)
kernel_hessian() (mogp_emulator.Kernel.KernelBase method)
(mogp_emulator.Kernel.ProductKernel method)
KernelBase (class in mogp_emulator.Kernel)
Kinv_t (mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
L
L (mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
LatinHypercubeDesign (class in mogp_emulator.ExperimentalDesign)
LinearMean (class in mogp_emulator.MeanFunction)
load_design() (mogp_emulator.SequentialDesign.MICEDesign method)
(mogp_emulator.SequentialDesign.SequentialDesign method)
logdet() (mogp_emulator.linalg.cholesky.ChoInv method)
logdet_cov() (mogp_emulator.Priors.MeanPriors method)
,
[1]
LogNormalPrior (class in mogp_emulator.Priors)
,
[1]
logp() (mogp_emulator.Priors.GammaPrior method)
,
[1]
(mogp_emulator.Priors.GPPriors method)
,
[1]
(mogp_emulator.Priors.InvGammaPrior method)
,
[1]
(mogp_emulator.Priors.LogNormalPrior method)
,
[1]
(mogp_emulator.Priors.NormalPrior method)
,
[1]
(mogp_emulator.Priors.WeakPrior method)
,
[1]
logpost_deriv() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
logpost_hessian() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
logposterior() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
M
Matern52 (class in mogp_emulator.Kernel)
max_spacing() (in module mogp_emulator.Priors)
MaxiMinLHC (class in mogp_emulator.ExperimentalDesign)
mean (mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
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)
MeanPriors (class in mogp_emulator.Priors)
,
[1]
MeanProduct (class in mogp_emulator.MeanFunction)
MeanSum (class in mogp_emulator.MeanFunction)
median_dist() (mogp_emulator.DimensionReduction method)
MICEDesign (class in mogp_emulator.SequentialDesign)
MICEFastGP (class in mogp_emulator.SequentialDesign)
min_spacing() (in module mogp_emulator.Priors)
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_pivot (module)
mogp_emulator.benchmarks.benchmark_rosenbrock (module)
mogp_emulator.DimensionReduction (module)
mogp_emulator.GPParams (module)
mogp_emulator.linalg.cholesky (module)
mogp_emulator.Priors (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)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.MultiOutputGP.MultiOutputGP attribute)
n_corr (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
n_mean (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
n_params (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.MultiOutputGP.MultiOutputGP attribute)
(mogp_emulator.Priors.MeanPriors attribute)
,
[1]
NormalPrior (class in mogp_emulator.Priors)
,
[1]
nugget (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
nugget_type (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GPParams.GPParams attribute)
,
[1]
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.Priors.GPPriors attribute)
,
[1]
P
pivot_cholesky() (in module mogp_emulator.linalg.cholesky)
PolynomialMean (class in mogp_emulator.MeanFunction)
predict() (mogp_emulator.GaussianProcess.GaussianProcess method)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU method)
(mogp_emulator.MultiOutputGP.MultiOutputGP method)
PredictResult (class in mogp_emulator.GaussianProcess)
PriorDist (class in mogp_emulator.Priors)
priors (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
ProductKernel (class in mogp_emulator.Kernel)
ProductMat52 (class in mogp_emulator.Kernel)
R
reset_fit_status() (mogp_emulator.MultiOutputGP.MultiOutputGP method)
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
same_shape() (mogp_emulator.GPParams.GPParams method)
,
[1]
sample() (mogp_emulator.ExperimentalDesign.ExperimentalDesign method)
(mogp_emulator.ExperimentalDesign.LatinHypercubeDesign method)
(mogp_emulator.ExperimentalDesign.MaxiMinLHC method)
(mogp_emulator.ExperimentalDesign.MonteCarloDesign method)
(mogp_emulator.Priors.GPPriors method)
,
[1]
(mogp_emulator.Priors.PriorDist method)
(mogp_emulator.Priors.WeakPrior method)
,
[1]
sample_x() (mogp_emulator.Priors.GammaPrior method)
,
[1]
(mogp_emulator.Priors.InvGammaPrior method)
,
[1]
(mogp_emulator.Priors.LogNormalPrior method)
,
[1]
(mogp_emulator.Priors.NormalPrior method)
,
[1]
(mogp_emulator.Priors.PriorDist method)
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_data() (mogp_emulator.GPParams.GPParams method)
,
[1]
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)
solve() (mogp_emulator.linalg.cholesky.ChoInv method)
(mogp_emulator.linalg.cholesky.ChoInvPivot method)
solve_L() (mogp_emulator.linalg.cholesky.ChoInv method)
(mogp_emulator.linalg.cholesky.ChoInvPivot method)
SquaredExponential (class in mogp_emulator.Kernel)
StationaryKernel (class in mogp_emulator.Kernel)
status() (mogp_emulator.HistoryMatching method)
T
targets (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
(mogp_emulator.MultiOutputGP.MultiOutputGP attribute)
theta (mogp_emulator.GaussianProcess.GaussianProcess attribute)
(mogp_emulator.GaussianProcessGPU.GaussianProcessGPU attribute)
transform() (mogp_emulator.GPParams.CorrTransform static method)
(mogp_emulator.GPParams.CovTransform static method)
tune_parameters() (mogp_emulator.gKDR class method)
U
UniformKernel (class in mogp_emulator.Kernel)
UniformMat52 (class in mogp_emulator.Kernel)
UniformSqExp (class in mogp_emulator.Kernel)
update() (mogp_emulator.HistoryMatching method)
W
WeakPrior (class in mogp_emulator.Priors)
,
[1]
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Multi-Output GP Emulator 0.7.2 documentation
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