Index

_

__add__() (Dataset method) __call__() (AcquisitionFunctionClass method), [1] (augmented_expected_improvement method), [1], [2] (batch_monte_carlo_expected_improvement method) (bayesian_active_learning_by_disagreement method), [1], [2] (deep_ensemble_trajectory method) (DeepGaussianProcessDecoupledLayer method) (dgp_feature_decomposition_trajectory method) (expected_hv_improvement method), [1], [2] (expected_improvement method), [1], [2] (feature_decomposition_trajectory method), [1] (gibbon_quality_term method), [1], [2] (gibbon_repulsion_term method), [1], [2] (hard_local_penalizer method), [1], [2] (integrated_variance_reduction method), [1], [2] (min_value_entropy_search method), [1], [2] (monte_carlo_augmented_expected_improvement method) (monte_carlo_expected_improvement method) (multiple_optimism_lower_confidence_bound method), [1], [2] (ResampleableDecoupledDeepGaussianProcessFeatureFunctions method) (ResampleableDecoupledFeatureFunctions method) (soft_local_penalizer method), [1], [2] (TrajectoryFunctionClass method), [1] (UpdatablePenalizationFunction method), [1] __contains__() (Box method) (DiscreteSearchSpace method) (SearchSpace method) (TaggedProductSearchSpace method) __eq__() (Box method) (DiscreteSearchSpace method) (SearchSpace method) (TaggedProductSearchSpace method) __len__() (Dataset method)

__mul__() (SearchSpace method) __post_init__() (Dataset method) __pow__() (SearchSpace method) __repr__() (AskTellOptimizer method) _BoundIndexPartition (class in trieste.acquisition.multi_objective.partition) _broadcast_predict() (in module trieste.acquisition.function.greedy_batch) _build_ensemble() (KerasEnsemble method), [1] _compute_kernel_blocks() (in module trieste.models.gpflow.utils) _covariance_between_points_for_variational_models() (in module trieste.models.gpflow.utils) _fantasized_model (class in trieste.acquisition.function.greedy_batch) _generate_fantasized_data() (in module trieste.acquisition.function.greedy_batch) _get_leading_dim_and_flatten() (in module trieste.acquisition.function.greedy_batch) _perform_parallel_continuous_optimization() (in module trieste.acquisition.optimizer) _prepare_theta_posterior_in_design_space() (RandomFourierFeatureTrajectorySampler method), [1] _prepare_theta_posterior_in_gram_space() (RandomFourierFeatureTrajectorySampler method), [1] _prepare_weight_sampler() (DecoupledTrajectorySampler method), [1] (DeepGaussianProcessDecoupledLayer method) (FeatureDecompositionTrajectorySampler method) (RandomFourierFeatureTrajectorySampler method), [1] _recalculate_inducing_points() (InducingPointSelector method), [1] (KMeansInducingPointSelector method), [1] (RandomSubSampleInducingPointSelector method), [1] (UniformInducingPointSelector method), [1] _reduce() (Product method), [1] (Reducer method), [1] (Sum method), [1] _restore_leading_dim() (in module trieste.acquisition.function.greedy_batch) _update_expected_improvement_fn() (ExpectedConstrainedHypervolumeImprovement method), [1], [2] (ExpectedConstrainedImprovement method), [1], [2] _update_inducing_variables() (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] _whiten_points() (in module trieste.models.gpflow.utils) _write_summary_init() (BayesianOptimizer method) _write_summary_step() (BayesianOptimizer method)

A

ackley_5() (in module trieste.objectives) (in module trieste.objectives.single_objectives) ACKLEY_5_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) ACKLEY_5_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) ACKLEY_5_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) acquire() (AcquisitionRule method) (AsynchronousGreedy method) (AsynchronousOptimization method) (DiscreteThompsonSampling method) (EfficientGlobalOptimization method) (RandomSampling method) (TrustRegion method) acquire_single() (AcquisitionRule method) acquisition_space (TrustRegion.State attribute) acquisition_state (Record attribute) acquisition_state() (AskTellOptimizer property) (FrozenRecord property) AcquisitionFunction (in module trieste.acquisition) (in module trieste.acquisition.interface) AcquisitionFunctionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface)

AcquisitionFunctionClass (class in trieste.acquisition) (class in trieste.acquisition.interface) AcquisitionOptimizer (in module trieste.acquisition.optimizer) AcquisitionRule (class in trieste.acquisition.rule) acquisitions() (Reducer property), [1] add_bo_points_plotly() (in module trieste.experimental.plotting.plotting_plotly) add_pending_points() (AsynchronousRuleState method) add_surface_plotly() (in module trieste.experimental.plotting.plotting_plotly) ask() (AskTellOptimizer method) AskTellOptimizer (class in trieste.ask_tell_optimization) assert_data_is_compatible() (in module trieste.models.gpflow) (in module trieste.models.gpflow.utils) astuple() (Dataset method) (OptimizationResult method) AsynchronousGreedy (class in trieste.acquisition.rule) AsynchronousOptimization (class in trieste.acquisition.rule) AsynchronousRuleState (class in trieste.acquisition.rule) augmented_expected_improvement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) AugmentedExpectedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) automatic_optimizer_selector() (in module trieste.acquisition.optimizer)

B

batch_ehvi() (in module trieste.acquisition) (in module trieste.acquisition.function) (in module trieste.acquisition.function.multi_objective) batch_monte_carlo_expected_improvement (class in trieste.acquisition.function.function) batch_size (BatchOptimizer attribute) batchify_joint() (in module trieste.acquisition.optimizer) batchify_vectorize() (in module trieste.acquisition.optimizer) BatchMonteCarloExpectedHypervolumeImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.multi_objective) BatchMonteCarloExpectedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) BatchOptimizer (class in trieste.models.optimizer) BatchReparametrizationSampler (class in trieste.models.gpflow) (class in trieste.models.gpflow.sampler) bayesian_active_learning_by_disagreement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning) BayesianActiveLearningByDisagreement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning) BayesianOptimizer (class in trieste.bayesian_optimizer) bichon_ranjan_criterion() (in module trieste.acquisition) (in module trieste.acquisition.function) (in module trieste.acquisition.function.active_learning)

bounds() (DTLZ property) (MultiObjectiveTestProblem property) Box (class in trieste.space) branin() (in module trieste.objectives) (in module trieste.objectives.single_objectives) BRANIN_MINIMIZERS (in module trieste.objectives) (in module trieste.objectives.single_objectives) BRANIN_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) BRANIN_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) build_gpr() (in module trieste.models.gpflow) (in module trieste.models.gpflow.builders) build_keras_ensemble() (in module trieste.models.keras) (in module trieste.models.keras.builders) build_model() (ModelConfig method), [1] build_sgpr() (in module trieste.models.gpflow) (in module trieste.models.gpflow.builders) build_svgp() (in module trieste.models.gpflow) (in module trieste.models.gpflow.builders) build_vanilla_deep_gp() (in module trieste.models.gpflux) (in module trieste.models.gpflux.builders) build_vgp_classifier() (in module trieste.models.gpflow) (in module trieste.models.gpflow.builders)

C

C (in module trieste.utils.misc) calculate_inducing_points() (InducingPointSelector method), [1] check_optimizer() (in module trieste.models.gpflow) (in module trieste.models.gpflow.utils) CLASSIFICATION_KERNEL_VARIANCE (in module trieste.models.gpflow.builders) CLASSIFICATION_KERNEL_VARIANCE_NOISE_FREE (in module trieste.models.gpflow.builders) compile (Optimizer attribute) conditional_predict_f() (FastUpdateModel method), [1] (GaussianProcessRegression method), [1] conditional_predict_f_sample() (FastUpdateModel method), [1] (GaussianProcessRegression method), [1] conditional_predict_joint() (FastUpdateModel method), [1] (GaussianProcessRegression method), [1] conditional_predict_y() (FastUpdateModel method), [1] (GaussianProcessRegression method), [1]

connect_layers() (GaussianNetwork method), [1] (KerasEnsembleNetwork method), [1] constraint() (Simulation static method) covariance_between_points() (GaussianProcessRegression method), [1] (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (SupportsCovarianceBetweenPoints method) (VariationalGaussianProcess method), [1] create_grid() (in module trieste.experimental.plotting.plotting) create_loss() (BatchOptimizer method) (Optimizer method) create_loss_function() (in module trieste.models.optimizer) create_model() (in module trieste.models) (in module trieste.models.config) create_posterior_cache() (GPflowPredictor method), [1]

D

Dataset (class in trieste.data) dataset() (AskTellOptimizer property) (FrozenRecord property) (Record property) dataset_builder (BatchOptimizer attribute) datasets (Record attribute) datasets() (AskTellOptimizer property) (FrozenRecord property) DatasetTransformer (in module trieste.models.optimizer) DecoupledTrajectorySampler (class in trieste.models.gpflow) (class in trieste.models.gpflow.sampler) deep_ensemble_trajectory (class in trieste.models.keras.sampler) DeepEnsemble (class in trieste.models.keras) (class in trieste.models.keras.models) DeepEnsembleModel (class in trieste.models.keras) (class in trieste.models.keras.interface) DeepEnsembleTrajectorySampler (class in trieste.models.keras) (class in trieste.models.keras.sampler) DeepGaussianProcess (class in trieste.models.gpflux) (class in trieste.models.gpflux.models) DeepGaussianProcessDecoupledLayer (class in trieste.models.gpflux.sampler) DeepGaussianProcessDecoupledTrajectorySampler (class in trieste.models.gpflux.sampler)

DeepGaussianProcessReparamSampler (class in trieste.models.gpflux.sampler) DEFAULT_DTYPE (in module trieste.space) default_summary_filter() (in module trieste.logging) DEFAULTS (class in trieste.utils) (class in trieste.utils.misc) dgp_feature_decomposition_trajectory (class in trieste.models.gpflux.sampler) dim() (DTLZ property) (MultiObjectiveTestProblem property) dimension() (Box property) (DiscreteSearchSpace property) (SearchSpace property) (TaggedProductSearchSpace property) DiscreteSearchSpace (class in trieste.space) DiscreteThompsonSampling (class in trieste.acquisition.rule) discretize() (SearchSpace method) DividedAndConquerNonDominated (class in trieste.acquisition.multi_objective) (class in trieste.acquisition.multi_objective.partition) DTLZ (class in trieste.objectives.multi_objectives) DTLZ1 (class in trieste.objectives.multi_objectives) dtlz1() (in module trieste.objectives.multi_objectives) DTLZ2 (class in trieste.objectives.multi_objectives) dtlz2() (in module trieste.objectives.multi_objectives)

E

EarlyStopCallback (in module trieste.bayesian_optimizer) EfficientGlobalOptimization (class in trieste.acquisition.rule) ensemble_distributions() (DeepEnsemble method), [1] (DeepEnsembleModel method), [1] ensemble_size() (DeepEnsemble property), [1] (DeepEnsembleModel property), [1] (KerasEnsemble property), [1] eps (TrustRegion.State attribute) Err (class in trieste.utils) (class in trieste.utils.misc) evaluate_data() (in module trieste.logging) ExactPartition2dNonDominated (class in trieste.acquisition.multi_objective) (class in trieste.acquisition.multi_objective.partition) ExactThompsonSampler (class in trieste.acquisition) (class in trieste.acquisition.sampler) expected_hv_improvement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.multi_objective)

expected_improvement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) ExpectedConstrainedHypervolumeImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.multi_objective) ExpectedConstrainedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) ExpectedFeasibility (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning) ExpectedHypervolumeImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.multi_objective) ExpectedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function)

F

FailedOptimizationError Fantasizer (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.greedy_batch) FantasizerModelStack (class in trieste.acquisition.function.greedy_batch) FantasizerModelType (class in trieste.acquisition.function.greedy_batch) FastUpdateModel (class in trieste.models) (class in trieste.models.interfaces) feature_decomposition_trajectory (class in trieste.models.gpflow) (class in trieste.models.gpflow.sampler) FeatureDecompositionInducingPointModel (class in trieste.models.gpflow.sampler) FeatureDecompositionInternalDataModel (class in trieste.models.gpflow.sampler)

FeatureDecompositionTrajectorySampler (class in trieste.models.gpflow.sampler) filter_finite() (in module trieste.observer) final_result (OptimizationResult attribute) find_best_model_initialization() (GaussianProcessRegression method), [1] fit_args (KerasOptimizer attribute) fix_subspace() (TaggedProductSearchSpace method) flatten_leading_dims() (in module trieste.utils) (in module trieste.utils.misc) format_point_markers() (in module trieste.experimental.plotting.plotting) (in module trieste.experimental.plotting.plotting_plotly) from_path() (OptimizationResult class method) from_record() (AskTellOptimizer class method) FrozenRecord (class in trieste.bayesian_optimizer)

G

GaussianNetwork (class in trieste.models.keras) (class in trieste.models.keras.architectures) GaussianProcessRegression (class in trieste.models.gpflow) (class in trieste.models.gpflow.models) gen_pareto_optimal_points() (DTLZ1 method) (DTLZ2 method) (MultiObjectiveTestProblem method) (VLMOP2 method) generate_continuous_optimizer() (in module trieste.acquisition.optimizer) generate_random_search_optimizer() (in module trieste.acquisition.optimizer) get_bounds_of_box_relaxation_around_point() (in module trieste.acquisition.optimizer) get_current_name_scope() (in module trieste.logging) get_inducing_variables() (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (SupportsGetInducingVariables method) (VariationalGaussianProcess method), [1] get_internal_data() (GaussianProcessRegression method), [1] (SparseGaussianProcessRegression method), [1] (SupportsGetInternalData method) get_kernel() (_fantasized_model method) (GPflowPredictor method), [1] (SupportsGetKernel method) get_mean_function() (GPflowPredictor method), [1] (SupportsGetMeanFunction method) get_model_wrapper() (ModelRegistry class method), [1] get_observation_noise() (_fantasized_model method) (GPflowPredictor method), [1] (GPfluxPredictor method), [1] (SupportsGetObservationNoise method) get_optimizer_wrapper() (ModelRegistry class method), [1] get_reference_point() (in module trieste.acquisition.multi_objective) (in module trieste.acquisition.multi_objective.pareto) get_registered_models() (ModelRegistry class method), [1] get_registered_optimizers() (ModelRegistry class method), [1] get_step_number() (in module trieste.logging) get_subspace() (TaggedProductSearchSpace method) get_subspace_component() (TaggedProductSearchSpace method)

get_summary_filter() (in module trieste.logging) get_tensor_spec_from_data() (in module trieste.models.keras) (in module trieste.models.keras.utils) get_tensorboard_writer() (in module trieste.logging) get_trajectory() (DeepEnsembleTrajectorySampler method), [1] (DeepGaussianProcessDecoupledTrajectorySampler method) (FeatureDecompositionTrajectorySampler method) (TrajectorySampler method), [1] GIBBON (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.entropy) gibbon_quality_term (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.entropy) gibbon_repulsion_term (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.entropy) GIBBONModelType (in module trieste.acquisition.function.entropy) GPflowPredictor (class in trieste.models.gpflow) (class in trieste.models.gpflow.interface) GPfluxPredictor (class in trieste.models.gpflux) (class in trieste.models.gpflux.interface) gramacy_lee() (in module trieste.objectives) (in module trieste.objectives.single_objectives) GRAMACY_LEE_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) GRAMACY_LEE_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) GRAMACY_LEE_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) GreedyAcquisitionFunctionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface) GreedyContinuousThompsonSampling (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.continuous_thompson_sampling) GumbelSampler (class in trieste.acquisition) (class in trieste.acquisition.sampler)

H

hard_local_penalizer (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.greedy_batch) hartmann_3() (in module trieste.objectives) (in module trieste.objectives.single_objectives) HARTMANN_3_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) HARTMANN_3_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) HARTMANN_3_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) hartmann_6() (in module trieste.objectives) (in module trieste.objectives.single_objectives) HARTMANN_6_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives)

HARTMANN_6_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) HARTMANN_6_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) has_pending_points() (AsynchronousRuleState property) HasReparamSampler (class in trieste.models.interfaces) HasReparamSamplerModelStack (class in trieste.models.interfaces) HasTrajectorySampler (class in trieste.models.interfaces) HIPPO (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.multi_objective) hippo_penalizer (class in trieste.acquisition.function.multi_objective) histogram() (in module trieste.logging) history (OptimizationResult attribute) hypervolume_indicator() (Pareto method), [1]

I

include_summary() (in module trieste.logging) IndependentReparametrizationSampler (class in trieste.models.gpflow) (class in trieste.models.gpflow.sampler) InducingPointSelector (class in trieste.models.gpflow) (class in trieste.models.gpflow.inducing_point_selectors) INNER_LAYER_SQRT_FACTOR (in module trieste.models.gpflux.builders) integrated_variance_reduction (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning)

IntegratedVarianceReduction (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning) is_err() (Result property), [1] is_global (TrustRegion.State attribute) is_ok() (Err property), [1] (Ok property), [1] (Result property), [1]

J

jit() (in module trieste.utils) (in module trieste.utils.misc)

JITTER (DEFAULTS attribute), [1]

K

K (in module trieste.utils) (in module trieste.utils.misc) KerasEnsemble (class in trieste.models.keras) (class in trieste.models.keras.architectures) KerasEnsembleNetwork (class in trieste.models.keras) (class in trieste.models.keras.architectures)

KerasOptimizer (class in trieste.models.optimizer) KerasPredictor (class in trieste.models.keras) (class in trieste.models.keras.interface) KERNEL_LENGTHSCALE (in module trieste.models.gpflow.builders) KERNEL_PRIOR_SCALE (in module trieste.models.gpflow.builders) KMeansInducingPointSelector (class in trieste.models.gpflow) (class in trieste.models.gpflow.inducing_point_selectors)

L

LIKELIHOOD_VARIANCE (in module trieste.models.gpflux.builders) load() (FrozenRecord method) loaded_history() (OptimizationResult property) local_penalizer (class in trieste.acquisition.function.greedy_batch) LocalPenalization (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.greedy_batch) log() (_fantasized_model method) (GPflowPredictor method), [1] (ModelStack method), [1] (ProbabilisticModel method), [1] logarithmic_goldstein_price() (in module trieste.objectives) (in module trieste.objectives.single_objectives) LOGARITHMIC_GOLDSTEIN_PRICE_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives)

LOGARITHMIC_GOLDSTEIN_PRICE_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) LOGARITHMIC_GOLDSTEIN_PRICE_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) loss (KerasOptimizer attribute) LossClosure (in module trieste.models.optimizer) lower() (Box property) (DiscreteSearchSpace property) (SearchSpace property) (TaggedProductSearchSpace property) lower_confidence_bound() (in module trieste.acquisition) (in module trieste.acquisition.function) (in module trieste.acquisition.function.function)

M

MakePositive (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) map_is_finite() (in module trieste.observer) map_values() (in module trieste.utils) (in module trieste.utils.misc) max_iter (BatchOptimizer attribute) MAX_NUM_INDUCING_POINTS (in module trieste.models.gpflow.builders) (in module trieste.models.gpflux.builders) metrics (KerasOptimizer attribute) michalewicz() (in module trieste.objectives) (in module trieste.objectives.single_objectives) michalewicz_10() (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_10_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_10_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_10_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) michalewicz_2() (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_2_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_2_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_2_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) michalewicz_5() (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_5_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_5_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) MICHALEWICZ_5_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) min_value_entropy_search (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.entropy) minimize_args (Optimizer attribute) MinValueEntropySearch (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.entropy) mk_observer() (in module trieste.objectives.utils) model (ModelConfig attribute), [1] model() (AskTellOptimizer property) (DeepEnsemble property), [1] (FrozenRecord property) (GaussianProcessRegression property), [1] (GPflowPredictor property), [1] (KerasEnsemble property), [1] (KerasPredictor property), [1] (Record property) (SparseGaussianProcessRegression property), [1] (SparseVariational property), [1] (VariationalGaussianProcess property), [1] model_args (ModelConfig attribute), [1] model_gpflux() (DeepGaussianProcess property), [1] (GPfluxPredictor property), [1] model_keras() (DeepGaussianProcess property), [1] (GPfluxPredictor property), [1] ModelConfig (class in trieste.models) (class in trieste.models.config) ModelConfigType (in module trieste.models.config) ModelDictConfig (in module trieste.models.config) ModelRegistry (class in trieste.models) (class in trieste.models.config) models (Record attribute) models() (AskTellOptimizer property) (FrozenRecord property) ModelSpec (in module trieste.models) (in module trieste.models.config) ModelStack (class in trieste.models) (class in trieste.models.interfaces) module trieste trieste.acquisition trieste.acquisition.combination trieste.acquisition.function trieste.acquisition.function.active_learning trieste.acquisition.function.continuous_thompson_sampling trieste.acquisition.function.entropy trieste.acquisition.function.function trieste.acquisition.function.greedy_batch trieste.acquisition.function.multi_objective trieste.acquisition.interface trieste.acquisition.multi_objective trieste.acquisition.multi_objective.dominance trieste.acquisition.multi_objective.pareto trieste.acquisition.multi_objective.partition trieste.acquisition.optimizer trieste.acquisition.rule trieste.acquisition.sampler trieste.acquisition.utils trieste.ask_tell_optimization trieste.bayesian_optimizer trieste.data trieste.experimental trieste.experimental.plotting trieste.experimental.plotting.inequality_constraints trieste.experimental.plotting.plotting trieste.experimental.plotting.plotting_plotly trieste.logging trieste.models trieste.models.config trieste.models.gpflow trieste.models.gpflow.builders trieste.models.gpflow.config trieste.models.gpflow.inducing_point_selectors trieste.models.gpflow.interface trieste.models.gpflow.models trieste.models.gpflow.optimizer trieste.models.gpflow.sampler trieste.models.gpflow.utils trieste.models.gpflux trieste.models.gpflux.builders trieste.models.gpflux.config trieste.models.gpflux.interface trieste.models.gpflux.models trieste.models.gpflux.sampler trieste.models.interfaces trieste.models.keras trieste.models.keras.architectures trieste.models.keras.builders trieste.models.keras.config trieste.models.keras.interface trieste.models.keras.models trieste.models.keras.sampler trieste.models.keras.utils trieste.models.optimizer trieste.objectives trieste.objectives.multi_objectives trieste.objectives.single_objectives trieste.objectives.utils trieste.observer trieste.space trieste.types trieste.utils trieste.utils.misc

monte_carlo_augmented_expected_improvement (class in trieste.acquisition.function.function) monte_carlo_expected_improvement (class in trieste.acquisition.function.function) MonteCarloAugmentedExpectedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) MonteCarloExpectedImprovement (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) MultiObjectiveTestProblem (class in trieste.objectives.multi_objectives) MultiObserver (in module trieste.observer) multiple_optimism_lower_confidence_bound (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) MultipleOptimismNegativeLowerConfidenceBound (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) MultivariateNormalTriL (class in trieste.models.keras.architectures)

N

negate_trajectory_function() (in module trieste.acquisition.function.continuous_thompson_sampling) negative_log_likelihood() (in module trieste.models.keras) (in module trieste.models.keras.utils) NegativeLowerConfidenceBound (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) NegativePredictiveMean (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function)

non_dominated() (in module trieste.acquisition.multi_objective) (in module trieste.acquisition.multi_objective.dominance) NUM_INDUCING_POINTS_PER_DIM (in module trieste.models.gpflow.builders) (in module trieste.models.gpflux.builders) NUM_LAYERS (in module trieste.models.gpflux.builders) num_outputs() (DeepEnsemble property), [1] NUM_RUNS_DIM (in module trieste.acquisition.optimizer) NUM_SAMPLES_DIM (in module trieste.acquisition.optimizer) NUM_SAMPLES_MIN (in module trieste.acquisition.optimizer)

O

OBJECTIVE (in module trieste.observer) objective() (DTLZ1 method) (DTLZ2 method) (MultiObjectiveTestProblem method) (Simulation static method) (VLMOP2 method) observations (Dataset attribute) Observer (in module trieste.observer) Ok (class in trieste.utils) (class in trieste.utils.misc) OptimizationResult (class in trieste.bayesian_optimizer) optimize() (BatchOptimizer method) (BayesianOptimizer method) (DeepEnsemble method), [1] (DeepGaussianProcess method), [1] (GaussianProcessRegression method), [1] (GPflowPredictor method), [1] (Optimizer method) (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (TrainableModelStack method), [1] (TrainableProbabilisticModel method), [1] (VariationalGaussianProcess method), [1]

optimize_discrete() (in module trieste.acquisition.optimizer) Optimizer (class in trieste.models.optimizer) optimizer (KerasOptimizer attribute) (ModelConfig attribute), [1] (Optimizer attribute) optimizer() (GPflowPredictor property), [1] (GPfluxPredictor property), [1] (KerasPredictor property), [1] optimizer_args (ModelConfig attribute), [1] OptimizeResult (in module trieste.models.optimizer)

P

ParallelContinuousThompsonSampling (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.continuous_thompson_sampling) Pareto (class in trieste.acquisition.multi_objective) (class in trieste.acquisition.multi_objective.pareto) partition_bounds() (_BoundIndexPartition method) path (FrozenRecord attribute) PenalizationFunction (in module trieste.acquisition) (in module trieste.acquisition.interface) plot_2obj_cst_query_points() (in module trieste.experimental.plotting.inequality_constraints) plot_acq_function_2d() (in module trieste.experimental.plotting.plotting) plot_bo_points() (in module trieste.experimental.plotting.plotting) plot_function_2d() (in module trieste.experimental.plotting.plotting) plot_function_plotly() (in module trieste.experimental.plotting.plotting_plotly) plot_gp_2d() (in module trieste.experimental.plotting.plotting) plot_init_query_points() (in module trieste.experimental.plotting.inequality_constraints) plot_mobo_history() (in module trieste.experimental.plotting.plotting) plot_mobo_points_in_obj_space() (in module trieste.experimental.plotting.plotting) plot_model_predictions_plotly() (in module trieste.experimental.plotting.plotting_plotly) plot_objective_and_constraints() (in module trieste.experimental.plotting.inequality_constraints) plot_regret() (in module trieste.experimental.plotting.plotting) plot_surface() (in module trieste.experimental.plotting.plotting) points() (DiscreteSearchSpace property) predict() (_fantasized_model method) (DeepEnsemble method), [1] (GPflowPredictor method), [1] (GPfluxPredictor method), [1] (KerasPredictor method), [1] (ModelStack method), [1] (ProbabilisticModel method), [1] predict_ensemble() (DeepEnsemble method), [1] predict_joint() (_fantasized_model method) (GPflowPredictor method), [1] (PredictJointModelStack method) (SupportsPredictJoint method) predict_y() (_fantasized_model method) (GaussianProcessRegression method), [1] (GPflowPredictor method), [1] (GPfluxPredictor method), [1] (ModelStack method), [1] (ProbabilisticModel method), [1] (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (VariationalGaussianProcess method), [1] predictive_variance() (in module trieste.acquisition) (in module trieste.acquisition.function) (in module trieste.acquisition.function.active_learning) PredictiveVariance (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.active_learning)

PredictJointModelStack (class in trieste.models.interfaces) prepare_acquisition_function() (AcquisitionFunctionBuilder method), [1] (AugmentedExpectedImprovement method), [1], [2] (BatchMonteCarloExpectedHypervolumeImprovement method), [1], [2] (BatchMonteCarloExpectedImprovement method), [1], [2] (BayesianActiveLearningByDisagreement method), [1], [2] (ExpectedConstrainedImprovement method), [1], [2] (ExpectedFeasibility method), [1], [2] (ExpectedHypervolumeImprovement method), [1], [2] (ExpectedImprovement method), [1], [2] (Fantasizer method), [1], [2] (GIBBON method), [1], [2] (GreedyAcquisitionFunctionBuilder method), [1] (GreedyContinuousThompsonSampling method), [1], [2] (HIPPO method), [1], [2] (IntegratedVarianceReduction method), [1], [2] (LocalPenalization method), [1], [2] (MakePositive method), [1], [2] (MinValueEntropySearch method), [1], [2] (MonteCarloAugmentedExpectedImprovement method), [1], [2] (MonteCarloExpectedImprovement method), [1], [2] (MultipleOptimismNegativeLowerConfidenceBound method), [1], [2] (NegativeLowerConfidenceBound method), [1], [2] (ParallelContinuousThompsonSampling method), [1], [2] (PredictiveVariance method), [1], [2] (ProbabilityOfFeasibility method), [1], [2] (Reducer method), [1] (SingleModelAcquisitionBuilder method), [1] (SingleModelGreedyAcquisitionBuilder method), [1] prepare_dataset() (DeepEnsemble method), [1] prepare_default_non_dominated_partition_bounds() (in module trieste.acquisition.multi_objective) (in module trieste.acquisition.multi_objective.partition) prepare_query_points() (DeepEnsemble method), [1] ProbabilisticModel (class in trieste.models) (class in trieste.models.interfaces) ProbabilisticModelType (in module trieste.models) (in module trieste.models.interfaces) probability_of_feasibility() (in module trieste.acquisition) (in module trieste.acquisition.function) (in module trieste.acquisition.function.function) ProbabilityOfFeasibility (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.function) Product (class in trieste.acquisition) (class in trieste.acquisition.combination) product() (Box method) (DiscreteSearchSpace method) (SearchSpace method) (TaggedProductSearchSpace method) pyplot() (in module trieste.logging)

Q

query_points (Dataset attribute)

R

RandomFourierFeatureTrajectorySampler (class in trieste.models.gpflow) (class in trieste.models.gpflow.sampler) randomize_hyperparameters() (in module trieste.models.gpflow) (in module trieste.models.gpflow.utils) RandomSampling (class in trieste.acquisition.rule) RandomSubSampleInducingPointSelector (class in trieste.models.gpflow) (class in trieste.models.gpflow.inducing_point_selectors) Record (class in trieste.bayesian_optimizer) Reducer (class in trieste.acquisition) (class in trieste.acquisition.combination) register_model() (ModelRegistry class method), [1] register_optimizer() (ModelRegistry class method), [1] remove_points() (AsynchronousRuleState method) reparam_sampler() (DeepGaussianProcess method), [1] (GPflowPredictor method), [1] (HasReparamSampler method) (HasReparamSamplerModelStack method) ReparametrizationSampler (class in trieste.models) (class in trieste.models.interfaces) resample() (deep_ensemble_trajectory method) (DeepGaussianProcessDecoupledLayer method) (dgp_feature_decomposition_trajectory method) (feature_decomposition_trajectory method), [1] (ResampleableDecoupledDeepGaussianProcessFeatureFunctions method) (ResampleableRandomFourierFeatureFunctions method)

resample_trajectory() (DeepEnsembleTrajectorySampler method), [1] (DeepGaussianProcessDecoupledTrajectorySampler method) (FeatureDecompositionTrajectorySampler method) (TrajectorySampler method), [1] ResampleableDecoupledDeepGaussianProcessFeatureFunctions (class in trieste.models.gpflux.sampler) ResampleableDecoupledFeatureFunctions (class in trieste.models.gpflow.sampler) ResampleableRandomFourierFeatureFunctions (class in trieste.models.gpflow.sampler) reset_sampler() (ReparametrizationSampler method), [1] Result (class in trieste.utils) (class in trieste.utils.misc) ResultType (in module trieste.acquisition.rule) (in module trieste.utils) (in module trieste.utils.misc) rosenbrock_4() (in module trieste.objectives) (in module trieste.objectives.single_objectives) ROSENBROCK_4_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) ROSENBROCK_4_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) ROSENBROCK_4_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives)

S

S (in module trieste.types) sample() (_fantasized_model method) (BatchReparametrizationSampler method), [1] (Box method) (DeepEnsemble method), [1] (DeepGaussianProcess method), [1] (DeepGaussianProcessReparamSampler method) (DiscreteSearchSpace method) (ExactThompsonSampler method), [1] (GPflowPredictor method), [1] (GPfluxPredictor method), [1] (GumbelSampler method), [1] (IndependentReparametrizationSampler method), [1] (KerasPredictor method), [1] (ModelStack method), [1] (ProbabilisticModel method), [1] (ReparametrizationSampler method), [1] (SearchSpace method) (TaggedProductSearchSpace method) (ThompsonSampler method), [1] (ThompsonSamplerFromTrajectory method), [1] sample_ensemble() (DeepEnsemble method), [1] sample_halton() (Box method) sample_model_index() (in module trieste.models.keras.utils) sample_sobol() (Box method) sample_with_replacement() (in module trieste.models.keras) (in module trieste.models.keras.utils) save() (OptimizationResult method) (Record method) save_result() (OptimizationResult method) scalar() (in module trieste.logging) scaled_branin() (in module trieste.objectives) (in module trieste.objectives.single_objectives) SCALED_BRANIN_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) ScipyLbfgsBGreenlet (class in trieste.acquisition.optimizer) SearchSpace (class in trieste.space) SearchSpaceType (in module trieste.acquisition.rule) (in module trieste.ask_tell_optimization) (in module trieste.bayesian_optimizer) (in module trieste.space) set_step_number() (in module trieste.logging) set_summary_filter() (in module trieste.logging) set_tensorboard_writer() (in module trieste.logging) shapes_equal() (in module trieste.utils) (in module trieste.utils.misc) shekel_4() (in module trieste.objectives) (in module trieste.objectives.single_objectives) SHEKEL_4_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives)

SHEKEL_4_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) SHEKEL_4_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) SIGNAL_NOISE_RATIO_LIKELIHOOD (in module trieste.models.gpflow.builders) simple_quadratic() (in module trieste.objectives) (in module trieste.objectives.single_objectives) SIMPLE_QUADRATIC_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) SIMPLE_QUADRATIC_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) SIMPLE_QUADRATIC_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) Simulation (class in trieste.experimental.plotting.inequality_constraints) SingleModelAcquisitionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface) SingleModelGreedyAcquisitionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface) SingleModelVectorizedAcquisitionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface) SingleObserver (in module trieste.observer) soft_local_penalizer (class in trieste.acquisition) (class in trieste.acquisition.function) (class in trieste.acquisition.function.greedy_batch) SparseGaussianProcessRegression (class in trieste.models.gpflow) (class in trieste.models.gpflow.models) SparseVariational (class in trieste.models.gpflow) (class in trieste.models.gpflow.models) split_acquisition_function() (in module trieste.acquisition.utils) split_acquisition_function_calls() (in module trieste.acquisition.utils) squeeze_hyperparameters() (in module trieste.models.gpflow) (in module trieste.models.gpflow.utils) State (in module trieste.types) StateType (in module trieste.ask_tell_optimization) (in module trieste.bayesian_optimizer) step_filename() (OptimizationResult static method) step_number() (in module trieste.logging) stop_at_minimum() (in module trieste.bayesian_optimizer) subspace_tags() (TaggedProductSearchSpace property) Sum (class in trieste.acquisition) (class in trieste.acquisition.combination) SupportsCovarianceBetweenPoints (class in trieste.models.gpflow.interface) SupportsCovarianceObservationNoise (class in trieste.acquisition.function.entropy) SupportsCovarianceObservationNoiseTrajectory (class in trieste.acquisition.function.entropy) SupportsGetInducingVariables (class in trieste.models.interfaces) SupportsGetInternalData (class in trieste.models.interfaces) SupportsGetKernel (class in trieste.models.interfaces) SupportsGetMeanFunction (class in trieste.models.interfaces) SupportsGetObservationNoise (class in trieste.models.interfaces) SupportsPredictJoint (class in trieste.models.interfaces) SupportsReparamSamplerObservationNoise (class in trieste.models.interfaces)

T

T (in module trieste.types) TaggedProductSearchSpace (class in trieste.space) tell() (AskTellOptimizer method) tensorboard_writer() (in module trieste.logging) TensorType (in module trieste.types) text() (in module trieste.logging) ThompsonSampler (class in trieste.acquisition) (class in trieste.acquisition.sampler) ThompsonSamplerFromTrajectory (class in trieste.acquisition) (class in trieste.acquisition.sampler) threshold() (ProbabilityOfFeasibility property), [1], [2] Timer (class in trieste.utils) (class in trieste.utils.misc) to_numpy() (in module trieste.utils) (in module trieste.utils.misc) to_record() (AskTellOptimizer method) to_result() (AskTellOptimizer method) TrainableModelStack (class in trieste.models) (class in trieste.models.interfaces) TrainablePredictJointModelStack (class in trieste.models.interfaces) TrainablePredictJointReparamModelStack (class in trieste.models.interfaces) TrainableProbabilisticModel (class in trieste.models) (class in trieste.models.interfaces) TrainableProbabilisticModelType (in module trieste.ask_tell_optimization) (in module trieste.bayesian_optimizer) TrainableSupportsPredictJoint (class in trieste.models.interfaces) TrainableSupportsPredictJointHasReparamSampler (class in trieste.models.interfaces) TrainingData (in module trieste.models.optimizer) trajectory_sampler() (DeepEnsemble method), [1] (DeepGaussianProcess method), [1] (GaussianProcessRegression method), [1] (HasTrajectorySampler method) (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (VariationalGaussianProcess method), [1] TrajectoryFunction (in module trieste.models) (in module trieste.models.interfaces) TrajectoryFunctionClass (class in trieste.models) (class in trieste.models.interfaces) TrajectorySampler (class in trieste.models) (class in trieste.models.interfaces) trid() (in module trieste.objectives) (in module trieste.objectives.single_objectives) trid_10() (in module trieste.objectives) (in module trieste.objectives.single_objectives) TRID_10_MINIMIZER (in module trieste.objectives) (in module trieste.objectives.single_objectives) TRID_10_MINIMUM (in module trieste.objectives) (in module trieste.objectives.single_objectives) TRID_10_SEARCH_SPACE (in module trieste.objectives) (in module trieste.objectives.single_objectives) trieste module trieste.acquisition module trieste.acquisition.combination module trieste.acquisition.function module trieste.acquisition.function.active_learning module trieste.acquisition.function.continuous_thompson_sampling module trieste.acquisition.function.entropy module trieste.acquisition.function.function module trieste.acquisition.function.greedy_batch module trieste.acquisition.function.multi_objective module trieste.acquisition.interface module trieste.acquisition.multi_objective module trieste.acquisition.multi_objective.dominance module trieste.acquisition.multi_objective.pareto module trieste.acquisition.multi_objective.partition module trieste.acquisition.optimizer module trieste.acquisition.rule module trieste.acquisition.sampler module trieste.acquisition.utils module trieste.ask_tell_optimization module trieste.bayesian_optimizer module

trieste.data module trieste.experimental module trieste.experimental.plotting module trieste.experimental.plotting.inequality_constraints module trieste.experimental.plotting.plotting module trieste.experimental.plotting.plotting_plotly module trieste.logging module trieste.models module trieste.models.config module trieste.models.gpflow module trieste.models.gpflow.builders module trieste.models.gpflow.config module trieste.models.gpflow.inducing_point_selectors module trieste.models.gpflow.interface module trieste.models.gpflow.models module trieste.models.gpflow.optimizer module trieste.models.gpflow.sampler module trieste.models.gpflow.utils module trieste.models.gpflux module trieste.models.gpflux.builders module trieste.models.gpflux.config module trieste.models.gpflux.interface module trieste.models.gpflux.models module trieste.models.gpflux.sampler module trieste.models.interfaces module trieste.models.keras module trieste.models.keras.architectures module trieste.models.keras.builders module trieste.models.keras.config module trieste.models.keras.interface module trieste.models.keras.models module trieste.models.keras.sampler module trieste.models.keras.utils module trieste.models.optimizer module trieste.objectives module trieste.objectives.multi_objectives module trieste.objectives.single_objectives module trieste.objectives.utils module trieste.observer module trieste.space module trieste.types module trieste.utils module trieste.utils.misc module TrustRegion (class in trieste.acquisition.rule) TrustRegion.State (class in trieste.acquisition.rule) try_get_final_dataset() (OptimizationResult method) try_get_final_datasets() (OptimizationResult method) try_get_final_model() (OptimizationResult method) try_get_final_models() (OptimizationResult method) try_get_optimal_point() (OptimizationResult method)

U

U (in module trieste.utils) (in module trieste.utils.misc) UniformInducingPointSelector (class in trieste.models.gpflow) (class in trieste.models.gpflow.inducing_point_selectors) unwrap() (Err method), [1] (Ok method), [1] (Result method), [1] UpdatablePenalizationFunction (class in trieste.acquisition) (class in trieste.acquisition.interface) update() (augmented_expected_improvement method), [1], [2] (batch_monte_carlo_expected_improvement method) (DeepEnsemble method), [1] (DeepGaussianProcess method), [1] (DeepGaussianProcessDecoupledLayer method) (dgp_feature_decomposition_trajectory method) (expected_hv_improvement method), [1], [2] (expected_improvement method), [1], [2] (feature_decomposition_trajectory method), [1] (GaussianProcessRegression method), [1] (gibbon_quality_term method), [1], [2] (gibbon_repulsion_term method), [1], [2] (hippo_penalizer method) (local_penalizer method) (min_value_entropy_search method), [1], [2] (monte_carlo_augmented_expected_improvement method) (monte_carlo_expected_improvement method) (SparseGaussianProcessRegression method), [1] (SparseVariational method), [1] (TrainableModelStack method), [1] (TrainableProbabilisticModel method), [1] (UpdatablePenalizationFunction method), [1] (VariationalGaussianProcess method), [1] update_acquisition_function() (AcquisitionFunctionBuilder method), [1] (AugmentedExpectedImprovement method), [1], [2] (BatchMonteCarloExpectedImprovement method), [1], [2] (BayesianActiveLearningByDisagreement method), [1], [2] (ExpectedConstrainedImprovement method), [1], [2] (ExpectedFeasibility method), [1], [2] (ExpectedHypervolumeImprovement method), [1], [2] (ExpectedImprovement method), [1], [2] (Fantasizer method), [1], [2] (GIBBON method), [1], [2] (GreedyAcquisitionFunctionBuilder method), [1] (GreedyContinuousThompsonSampling method), [1], [2] (HIPPO method), [1], [2] (IntegratedVarianceReduction method), [1], [2] (LocalPenalization method), [1], [2] (MakePositive method), [1], [2] (MinValueEntropySearch method), [1], [2] (MonteCarloAugmentedExpectedImprovement method), [1], [2] (MonteCarloExpectedImprovement method), [1], [2] (MultipleOptimismNegativeLowerConfidenceBound method), [1], [2] (NegativeLowerConfidenceBound method), [1], [2] (ParallelContinuousThompsonSampling method), [1], [2] (PredictiveVariance method), [1], [2] (ProbabilityOfFeasibility method), [1], [2] (Reducer method), [1] (SingleModelAcquisitionBuilder method), [1] (SingleModelGreedyAcquisitionBuilder method), [1]

update_fantasized_data() (_fantasized_model method) update_posterior_cache() (GPflowPredictor method), [1] update_trajectory() (DeepEnsembleTrajectorySampler method), [1] (DeepGaussianProcessDecoupledTrajectorySampler method) (FeatureDecompositionTrajectorySampler method) (TrajectorySampler method), [1] upper() (Box property) (DiscreteSearchSpace property) (SearchSpace property) (TaggedProductSearchSpace property) using() (SingleModelAcquisitionBuilder method), [1] (SingleModelGreedyAcquisitionBuilder method), [1] (SingleModelVectorizedAcquisitionBuilder method), [1]

V

V (in module trieste.utils) (in module trieste.utils.misc) VariationalGaussianProcess (class in trieste.models.gpflow) (class in trieste.models.gpflow.models)

VectorizedAcquisitionFunctionBuilder (class in trieste.acquisition) (class in trieste.acquisition.interface) VLMOP2 (class in trieste.objectives.multi_objectives) vlmop2() (in module trieste.objectives.multi_objectives)

Y

y_min (TrustRegion.State attribute)