Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
Z
A
ackley (class in GPyOpt.objective_examples.experimentsNd)
acquisition_creator() (GPyOpt.util.arguments_manager.ArgumentsManager method)
acquisition_function() (GPyOpt.acquisitions.base.AcquisitionBase method)
(GPyOpt.acquisitions.LP.AcquisitionLP method)
acquisition_function_withGradients() (GPyOpt.acquisitions.base.AcquisitionBase method)
(GPyOpt.acquisitions.LP.AcquisitionLP method)
AcquisitionBase (class in GPyOpt.acquisitions.base)
AcquisitionEI (class in GPyOpt.acquisitions.EI)
AcquisitionEI_MCMC (class in GPyOpt.acquisitions.EI_mcmc)
AcquisitionLCB (class in GPyOpt.acquisitions.LCB)
AcquisitionLCB_MCMC (class in GPyOpt.acquisitions.LCB_mcmc)
AcquisitionLP (class in GPyOpt.acquisitions.LP)
AcquisitionMPI (class in GPyOpt.acquisitions.MPI)
AcquisitionMPI_MCMC (class in GPyOpt.acquisitions.MPI_mcmc)
AcquisitionOptimizer (class in GPyOpt.optimization.acquisition_optimizer)
alpine1 (class in GPyOpt.objective_examples.experimentsNd)
alpine2 (class in GPyOpt.objective_examples.experimentsNd)
analytical_gradient_prediction (GPyOpt.acquisitions.base.AcquisitionBase attribute)
(GPyOpt.acquisitions.EI.AcquisitionEI attribute)
(GPyOpt.acquisitions.EI_mcmc.AcquisitionEI_MCMC attribute)
(GPyOpt.acquisitions.LCB.AcquisitionLCB attribute)
(GPyOpt.acquisitions.LCB_mcmc.AcquisitionLCB_MCMC attribute)
(GPyOpt.acquisitions.LP.AcquisitionLP attribute)
(GPyOpt.acquisitions.MPI.AcquisitionMPI attribute)
(GPyOpt.acquisitions.MPI_mcmc.AcquisitionMPI_MCMC attribute)
(GPyOpt.models.base.BOModel attribute)
(GPyOpt.models.gpmodel.GPModel attribute)
(GPyOpt.models.gpmodel.GPModel_MCMC attribute)
(GPyOpt.models.input_warped_gpmodel.InputWarpedGPModel attribute)
(GPyOpt.models.rfmodel.RFModel attribute)
(GPyOpt.models.warpedgpmodel.WarpedGPModel attribute)
AnchorPointsGenerator (class in GPyOpt.optimization.anchor_points_generator)
append_iter() (GPyOpt.interface.output.OutputEng method)
apply_optimizer() (in module GPyOpt.optimization.optimizer)
ArgumentsManager (class in GPyOpt.util.arguments_manager)
B
BanditVariable (class in GPyOpt.core.task.variables)
BayesianOptimization (class in GPyOpt.methods.bayesian_optimization)
beale (class in GPyOpt.objective_examples.experiments2d)
best_guess() (in module GPyOpt.util.general)
best_value() (in module GPyOpt.util.general)
BO (class in GPyOpt.core.bo)
BODriver (class in GPyOpt.interface.driver)
BOModel (class in GPyOpt.models.base)
bounds_to_space() (in module GPyOpt.core.task.space)
branin (class in GPyOpt.objective_examples.experiments2d)
C
CategoricalVariable (class in GPyOpt.core.task.variables)
choose_optimizer() (in module GPyOpt.optimization.optimizer)
close() (GPyOpt.interface.output.DataSaver method)
(GPyOpt.interface.output.Logger method)
(GPyOpt.interface.output.OutputEng method)
compute_batch() (GPyOpt.core.evaluators.base.EvaluatorBase method)
(GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
(GPyOpt.core.evaluators.batch_local_penalization.LocalPenalization method)
(GPyOpt.core.evaluators.sequential.Sequential method)
compute_batch_without_duplicate_logic() (GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
(GPyOpt.core.evaluators.batch_random.RandomBatch method)
(GPyOpt.core.evaluators.batch_thompson.ThompsonBatch method)
compute_integrated_acquisition() (in module GPyOpt.util.general)
compute_integrated_acquisition_withGradients() (in module GPyOpt.util.general)
constant_cost_withGradients() (in module GPyOpt.core.task.cost)
ContextManager (class in GPyOpt.optimization.acquisition_optimizer)
ContinuousVariable (class in GPyOpt.core.task.variables)
copy() (GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
cosines (class in GPyOpt.objective_examples.experiments2d)
CostModel (class in GPyOpt.core.task.cost)
create_variable() (in module GPyOpt.core.task.variables)
D
d_acquisition_function() (GPyOpt.acquisitions.LP.AcquisitionLP method)
DataSaver (class in GPyOpt.interface.output)
Design_space (class in GPyOpt.core.task.space)
df_nc() (GPyOpt.optimization.optimizer.OptimizationWithContext method)
DiscreteVariable (class in GPyOpt.core.task.variables)
dropwave (class in GPyOpt.objective_examples.experiments2d)
DuplicateManager (class in GPyOpt.util.duplicate_manager)
E
eggholder (class in GPyOpt.objective_examples.experiments2d)
estimate_L() (in module GPyOpt.core.evaluators.batch_local_penalization)
evaluate() (GPyOpt.core.task.objective.Objective method)
(GPyOpt.core.task.objective.SingleObjective method)
evaluate_function() (in module GPyOpt.util.general)
evaluate_objective() (GPyOpt.core.bo.BO method)
evaluator_creator() (GPyOpt.util.arguments_manager.ArgumentsManager method)
EvaluatorBase (class in GPyOpt.core.evaluators.base)
expand() (GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.Variable method)
ExperimentDesign (class in GPyOpt.experiment_design.base)
F
f() (GPyOpt.objective_examples.experiments1d.forrester method)
(GPyOpt.objective_examples.experiments2d.beale method)
(GPyOpt.objective_examples.experiments2d.branin method)
(GPyOpt.objective_examples.experiments2d.cosines method)
(GPyOpt.objective_examples.experiments2d.dropwave method)
(GPyOpt.objective_examples.experiments2d.eggholder method)
(GPyOpt.objective_examples.experiments2d.goldstein method)
(GPyOpt.objective_examples.experiments2d.mccormick method)
(GPyOpt.objective_examples.experiments2d.powers method)
(GPyOpt.objective_examples.experiments2d.rosenbrock method)
(GPyOpt.objective_examples.experiments2d.sixhumpcamel method)
(GPyOpt.objective_examples.experimentsNd.ackley method)
(GPyOpt.objective_examples.experimentsNd.alpine1 method)
(GPyOpt.objective_examples.experimentsNd.alpine2 method)
(GPyOpt.objective_examples.experimentsNd.gSobol method)
f_df_nc() (GPyOpt.optimization.optimizer.OptimizationWithContext method)
f_nc() (GPyOpt.optimization.optimizer.OptimizationWithContext method)
fill_noncontinous_variables() (GPyOpt.experiment_design.random_design.RandomDesign method)
find_variable() (GPyOpt.core.task.space.Design_space method)
forrester (class in GPyOpt.objective_examples.experiments1d)
fromConfig() (GPyOpt.acquisitions.EI.AcquisitionEI static method)
(GPyOpt.acquisitions.MPI.AcquisitionMPI static method)
(GPyOpt.core.task.space.Design_space static method)
(GPyOpt.models.gpmodel.GPModel static method)
fromDict() (GPyOpt.acquisitions.base.AcquisitionBase static method)
FullyExploredOptimizationDomainError
function1d (class in GPyOpt.objective_examples.experiments1d)
function2d (class in GPyOpt.objective_examples.experiments2d)
G
gen_datestr() (in module GPyOpt.util.io)
get() (GPyOpt.optimization.anchor_points_generator.AnchorPointsGenerator method)
get_anchor_point_scores() (GPyOpt.optimization.anchor_points_generator.AnchorPointsGenerator method)
(GPyOpt.optimization.anchor_points_generator.ObjectiveAnchorPointsGenerator method)
(GPyOpt.optimization.anchor_points_generator.RandomAnchorPointsGenerator method)
(GPyOpt.optimization.anchor_points_generator.ThompsonSamplingAnchorPointsGenerator method)
get_anchor_points() (GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
(GPyOpt.core.evaluators.batch_random.RandomBatch method)
(GPyOpt.core.evaluators.batch_thompson.ThompsonBatch method)
get_bandit() (GPyOpt.core.task.space.Design_space method)
get_bounds() (GPyOpt.core.task.space.Design_space method)
(GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.ContinuousVariable method)
(GPyOpt.core.task.variables.DiscreteVariable method)
(GPyOpt.core.task.variables.Variable method)
get_continuous_bounds() (GPyOpt.core.task.space.Design_space method)
get_continuous_dims() (GPyOpt.core.task.space.Design_space method)
get_continuous_space() (GPyOpt.core.task.space.Design_space method)
get_d_moments() (in module GPyOpt.util.general)
get_discrete_dims() (GPyOpt.core.task.space.Design_space method)
get_discrete_grid() (GPyOpt.core.task.space.Design_space method)
get_discrete_space() (GPyOpt.core.task.space.Design_space method)
get_evaluations() (GPyOpt.core.bo.BO method)
get_fmin() (GPyOpt.models.base.BOModel method)
(GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
(GPyOpt.models.rfmodel.RFModel method)
(GPyOpt.models.warpedgpmodel.WarpedGPModel method)
get_model_parameters() (GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
get_model_parameters_names() (GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
get_moments() (in module GPyOpt.util.general)
get_possible_values() (GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.ContinuousVariable method)
(GPyOpt.core.task.variables.DiscreteVariable method)
(GPyOpt.core.task.variables.Variable method)
get_quantiles() (in module GPyOpt.util.general)
get_samples() (GPyOpt.experiment_design.base.ExperimentDesign method)
(GPyOpt.experiment_design.grid_design.GridDesign method)
(GPyOpt.experiment_design.latin_design.LatinDesign method)
(GPyOpt.experiment_design.random_design.RandomDesign method)
(GPyOpt.experiment_design.sobol_design.SobolDesign method)
get_samples_with_constraints() (GPyOpt.experiment_design.random_design.RandomDesign method)
get_samples_without_constraints() (GPyOpt.experiment_design.random_design.RandomDesign method)
get_subspace() (GPyOpt.core.task.space.Design_space method)
goldstein (class in GPyOpt.objective_examples.experiments2d)
GPModel (class in GPyOpt.models.gpmodel)
GPModel_MCMC (class in GPyOpt.models.gpmodel)
GPyOpt (module)
GPyOpt.acquisitions (module)
GPyOpt.acquisitions.base (module)
GPyOpt.acquisitions.EI (module)
GPyOpt.acquisitions.EI_mcmc (module)
GPyOpt.acquisitions.LCB (module)
GPyOpt.acquisitions.LCB_mcmc (module)
GPyOpt.acquisitions.LP (module)
GPyOpt.acquisitions.MPI (module)
GPyOpt.acquisitions.MPI_mcmc (module)
GPyOpt.core (module)
GPyOpt.core.bo (module)
GPyOpt.core.errors (module)
GPyOpt.core.evaluators (module)
GPyOpt.core.evaluators.base (module)
GPyOpt.core.evaluators.batch_local_penalization (module)
GPyOpt.core.evaluators.batch_random (module)
GPyOpt.core.evaluators.batch_thompson (module)
GPyOpt.core.evaluators.sequential (module)
GPyOpt.core.task (module)
GPyOpt.core.task.cost (module)
GPyOpt.core.task.objective (module)
GPyOpt.core.task.space (module)
GPyOpt.core.task.variables (module)
GPyOpt.experiment_design (module)
GPyOpt.experiment_design.base (module)
GPyOpt.experiment_design.grid_design (module)
GPyOpt.experiment_design.latin_design (module)
GPyOpt.experiment_design.random_design (module)
GPyOpt.experiment_design.sobol_design (module)
GPyOpt.interface (module)
GPyOpt.interface.config_parser (module)
GPyOpt.interface.driver (module)
GPyOpt.interface.func_loader (module)
GPyOpt.interface.output (module)
GPyOpt.methods (module)
GPyOpt.methods.bayesian_optimization (module)
GPyOpt.methods.modular_bayesian_optimization (module)
GPyOpt.models (module)
GPyOpt.models.base (module)
GPyOpt.models.gpmodel (module)
GPyOpt.models.input_warped_gpmodel (module)
GPyOpt.models.rfmodel (module)
GPyOpt.models.warpedgpmodel (module)
GPyOpt.objective_examples (module)
GPyOpt.objective_examples.experiments1d (module)
GPyOpt.objective_examples.experiments2d (module)
GPyOpt.objective_examples.experimentsNd (module)
GPyOpt.optimization (module)
GPyOpt.optimization.acquisition_optimizer (module)
GPyOpt.optimization.anchor_points_generator (module)
GPyOpt.optimization.optimizer (module)
GPyOpt.plotting (module)
GPyOpt.plotting.plots_bo (module)
GPyOpt.util (module)
GPyOpt.util.arguments_manager (module)
GPyOpt.util.duplicate_manager (module)
GPyOpt.util.general (module)
GPyOpt.util.io (module)
GPyOpt.util.stats (module)
GridDesign (class in GPyOpt.experiment_design.grid_design)
gSobol (class in GPyOpt.objective_examples.experimentsNd)
H
has_constraints() (GPyOpt.core.task.space.Design_space method)
has_continuous() (GPyOpt.core.task.space.Design_space method)
I
indicator_constraints() (GPyOpt.core.task.space.Design_space method)
initial_design() (in module GPyOpt.experiment_design)
initialize_batch() (GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
(GPyOpt.core.evaluators.batch_random.RandomBatch method)
(GPyOpt.core.evaluators.batch_thompson.ThompsonBatch method)
input_dim() (GPyOpt.core.task.space.Design_space method)
InputWarpedGPModel (class in GPyOpt.models.input_warped_gpmodel)
InvalidConfigError
InvalidVariableNameError
iroot() (in module GPyOpt.experiment_design.grid_design)
is_bandit() (GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.ContinuousVariable method)
(GPyOpt.core.task.variables.DiscreteVariable method)
is_continuous() (GPyOpt.core.task.variables.ContinuousVariable method)
(GPyOpt.core.task.variables.Variable method)
is_unzipped_x_duplicate() (GPyOpt.util.duplicate_manager.DuplicateManager method)
is_zipped_x_duplicate() (GPyOpt.util.duplicate_manager.DuplicateManager method)
L
LatinDesign (class in GPyOpt.experiment_design.latin_design)
load_objective() (in module GPyOpt.interface.func_loader)
LocalPenalization (class in GPyOpt.core.evaluators.batch_local_penalization)
Logger (class in GPyOpt.interface.output)
M
mccormick (class in GPyOpt.objective_examples.experiments2d)
MCMC_sampler (GPyOpt.models.base.BOModel attribute)
(GPyOpt.models.gpmodel.GPModel_MCMC attribute)
merge_values() (in module GPyOpt.util.general)
model_creator() (GPyOpt.util.arguments_manager.ArgumentsManager method)
model_to_objective() (GPyOpt.core.task.space.Design_space method)
(GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.Variable method)
ModularBayesianOptimization (class in GPyOpt.methods.modular_bayesian_optimization)
multigrid() (in module GPyOpt.experiment_design.grid_design)
N
normalize() (in module GPyOpt.util.general)
O
Objective (class in GPyOpt.core.task.objective)
objective_to_model() (GPyOpt.core.task.space.Design_space method)
(GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.Variable method)
ObjectiveAnchorPointsGenerator (class in GPyOpt.optimization.anchor_points_generator)
OptCma (class in GPyOpt.optimization.optimizer)
OptDirect (class in GPyOpt.optimization.optimizer)
OptimizationWithContext (class in GPyOpt.optimization.optimizer)
optimize() (GPyOpt.acquisitions.base.AcquisitionBase method)
(GPyOpt.optimization.acquisition_optimizer.AcquisitionOptimizer method)
(GPyOpt.optimization.optimizer.OptCma method)
(GPyOpt.optimization.optimizer.OptDirect method)
(GPyOpt.optimization.optimizer.OptLbfgs method)
(GPyOpt.optimization.optimizer.Optimizer method)
optimize_anchor_point() (GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
(GPyOpt.core.evaluators.batch_random.RandomBatch method)
(GPyOpt.core.evaluators.batch_thompson.ThompsonBatch method)
Optimizer (class in GPyOpt.optimization.optimizer)
OptLbfgs (class in GPyOpt.optimization.optimizer)
OutputEng (class in GPyOpt.interface.output)
P
parser() (in module GPyOpt.interface.config_parser)
plot() (GPyOpt.objective_examples.experiments1d.function1d method)
(GPyOpt.objective_examples.experiments2d.function2d method)
plot_acquisition() (GPyOpt.core.bo.BO method)
(in module GPyOpt.plotting.plots_bo)
plot_convergence() (GPyOpt.core.bo.BO method)
(in module GPyOpt.plotting.plots_bo)
powers (class in GPyOpt.objective_examples.experiments2d)
predict() (GPyOpt.models.base.BOModel method)
(GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
(GPyOpt.models.rfmodel.RFModel method)
(GPyOpt.models.warpedgpmodel.WarpedGPModel method)
predict_withGradients() (GPyOpt.models.base.BOModel method)
(GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
R
RandomAnchorPointsGenerator (class in GPyOpt.optimization.anchor_points_generator)
RandomBatch (class in GPyOpt.core.evaluators.batch_random)
RandomDesign (class in GPyOpt.experiment_design.random_design)
Report (class in GPyOpt.interface.output)
reshape() (in module GPyOpt.util.general)
RFModel (class in GPyOpt.models.rfmodel)
rosenbrock (class in GPyOpt.objective_examples.experiments2d)
round() (GPyOpt.core.task.variables.BanditVariable method)
(GPyOpt.core.task.variables.CategoricalVariable method)
(GPyOpt.core.task.variables.ContinuousVariable method)
(GPyOpt.core.task.variables.DiscreteVariable method)
(GPyOpt.core.task.variables.Variable method)
round_optimum() (GPyOpt.core.task.space.Design_space method)
run() (GPyOpt.interface.driver.BODriver method)
run_optimization() (GPyOpt.core.bo.BO method)
S
samples_multidimensional_uniform() (in module GPyOpt.experiment_design.random_design)
(in module GPyOpt.util.general)
SamplingBasedBatchEvaluator (class in GPyOpt.core.evaluators.base)
save_data() (GPyOpt.interface.output.DataSaver method)
(GPyOpt.interface.output.Logger method)
(GPyOpt.interface.output.Report method)
save_evaluations() (GPyOpt.core.bo.BO method)
save_models() (GPyOpt.core.bo.BO method)
save_report() (GPyOpt.core.bo.BO method)
select_acquisition() (in module GPyOpt.acquisitions)
select_evaluator() (in module GPyOpt.core.evaluators)
select_model() (in module GPyOpt.models)
Sequential (class in GPyOpt.core.evaluators.sequential)
set_index_in_model() (GPyOpt.core.task.variables.Variable method)
set_index_in_objective() (GPyOpt.core.task.variables.Variable method)
SingleObjective (class in GPyOpt.core.task.objective)
sixhumpcamel (class in GPyOpt.objective_examples.experiments2d)
SobolDesign (class in GPyOpt.experiment_design.sobol_design)
spawn() (in module GPyOpt.util.general)
suggest_next_locations() (GPyOpt.core.bo.BO method)
supported_types (GPyOpt.core.task.space.Design_space attribute)
T
ThompsonBatch (class in GPyOpt.core.evaluators.batch_thompson)
ThompsonSamplingAnchorPointsGenerator (class in GPyOpt.optimization.anchor_points_generator)
U
unzip_inputs() (GPyOpt.core.task.space.Design_space method)
update_batches() (GPyOpt.acquisitions.LP.AcquisitionLP method)
update_config() (in module GPyOpt.interface.config_parser)
update_cost_model() (GPyOpt.core.task.cost.CostModel method)
updateModel() (GPyOpt.models.base.BOModel method)
(GPyOpt.models.gpmodel.GPModel method)
(GPyOpt.models.gpmodel.GPModel_MCMC method)
(GPyOpt.models.rfmodel.RFModel method)
(GPyOpt.models.warpedgpmodel.WarpedGPModel method)
V
values_to_array() (in module GPyOpt.util.general)
Variable (class in GPyOpt.core.task.variables)
W
WarpedGPModel (class in GPyOpt.models.warpedgpmodel)
Z
zip_and_tuple() (GPyOpt.core.evaluators.base.SamplingBasedBatchEvaluator method)
zip_inputs() (GPyOpt.core.task.space.Design_space method)
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