botorch
botorch.acquisition
botorch.acquisition.acquisition
botorch.acquisition.active_learning
botorch.acquisition.analytic
botorch.acquisition.bayesian_active_learning
botorch.acquisition.cached_cholesky
botorch.acquisition.cost_aware
botorch.acquisition.decoupled
botorch.acquisition.factory
botorch.acquisition.fixed_feature
botorch.acquisition.input_constructors
botorch.acquisition.joint_entropy_search
botorch.acquisition.knowledge_gradient
botorch.acquisition.logei
botorch.acquisition.max_value_entropy_search
botorch.acquisition.monte_carlo
botorch.acquisition.multi_objective.analytic
botorch.acquisition.multi_objective.base
botorch.acquisition.multi_objective.hypervolume_knowledge_gradient
botorch.acquisition.multi_objective.joint_entropy_search
botorch.acquisition.multi_objective.logei
botorch.acquisition.multi_objective.max_value_entropy_search
botorch.acquisition.multi_objective.monte_carlo
botorch.acquisition.multi_objective.multi_fidelity
botorch.acquisition.multi_objective.multi_output_risk_measures
botorch.acquisition.multi_objective.objective
botorch.acquisition.multi_objective.parego
botorch.acquisition.multi_objective.predictive_entropy_search
botorch.acquisition.multi_objective.utils
botorch.acquisition.multi_step_lookahead
botorch.acquisition.objective
botorch.acquisition.penalized
botorch.acquisition.predictive_entropy_search
botorch.acquisition.preference
botorch.acquisition.prior_guided
botorch.acquisition.proximal
botorch.acquisition.risk_measures
botorch.acquisition.thompson_sampling
botorch.acquisition.utils
botorch.cross_validation
botorch.exceptions
botorch.exceptions.errors
botorch.exceptions.warnings
botorch.fit
botorch.generation
botorch.generation.gen
botorch.generation.sampling
botorch.generation.utils
botorch.logging
botorch.models
botorch.models.approximate_gp
botorch.models.contextual
botorch.models.contextual_multioutput
botorch.models.converter
botorch.models.cost
botorch.models.deterministic
botorch.models.ensemble
botorch.models.fully_bayesian
botorch.models.fully_bayesian_multitask
botorch.models.gp_regression
botorch.models.gp_regression_fidelity
botorch.models.gp_regression_mixed
botorch.models.gpytorch
botorch.models.higher_order_gp
botorch.models.kernels.categorical
botorch.models.kernels.contextual_lcea
botorch.models.kernels.contextual_sac
botorch.models.kernels.downsampling
botorch.models.kernels.exponential_decay
botorch.models.kernels.infinite_width_bnn
botorch.models.kernels.linear_truncated_fidelity
botorch.models.kernels.orthogonal_additive_kernel
botorch.models.likelihoods.pairwise
botorch.models.model
botorch.models.model_list_gp_regression
botorch.models.multitask
botorch.models.pairwise_gp
botorch.models.transforms.factory
botorch.models.transforms.input
botorch.models.transforms.outcome
botorch.models.transforms.utils
botorch.models.utils.assorted
botorch.models.utils.gpytorch_modules
botorch.models.utils.inducing_point_allocators
botorch.optim
botorch.optim.closures.core
botorch.optim.closures.model_closures
botorch.optim.core
botorch.optim.fit
botorch.optim.homotopy
botorch.optim.initializers
botorch.optim.optimize
botorch.optim.optimize_homotopy
botorch.optim.optimize_mixed
botorch.optim.parameter_constraints
botorch.optim.stopping
botorch.optim.utils.acquisition_utils
botorch.optim.utils.common
botorch.optim.utils.model_utils
botorch.optim.utils.numpy_utils
botorch.optim.utils.timeout
botorch.posteriors
botorch.posteriors.base_samples
botorch.posteriors.ensemble
botorch.posteriors.fully_bayesian
botorch.posteriors.gpytorch
botorch.posteriors.higher_order
botorch.posteriors.multitask
botorch.posteriors.posterior
botorch.posteriors.posterior_list
botorch.posteriors.torch
botorch.posteriors.transformed
botorch.sampling
botorch.sampling.base
botorch.sampling.get_sampler
botorch.sampling.index_sampler
botorch.sampling.list_sampler
botorch.sampling.normal
botorch.sampling.pairwise_samplers
botorch.sampling.pathwise.features.generators
botorch.sampling.pathwise.features.maps
botorch.sampling.pathwise.paths
botorch.sampling.pathwise.posterior_samplers
botorch.sampling.pathwise.prior_samplers
botorch.sampling.pathwise.update_strategies
botorch.sampling.pathwise.utils
botorch.sampling.qmc
botorch.sampling.stochastic_samplers
botorch.settings
botorch.test_functions
botorch.test_functions.base
botorch.test_functions.multi_fidelity
botorch.test_functions.multi_objective
botorch.test_functions.multi_objective_multi_fidelity
botorch.test_functions.sensitivity_analysis
botorch.test_functions.synthetic
botorch.test_functions.utils
botorch.test_utils
botorch.test_utils.mock
botorch.utils
botorch.utils.constants
botorch.utils.constraints
botorch.utils.containers
botorch.utils.context_managers
botorch.utils.datasets
botorch.utils.dispatcher
botorch.utils.feasible_volume
botorch.utils.gp_sampling
botorch.utils.low_rank
botorch.utils.multi_objective.box_decompositions.box_decomposition
botorch.utils.multi_objective.box_decompositions.box_decomposition_list
botorch.utils.multi_objective.box_decompositions.dominated
botorch.utils.multi_objective.box_decompositions.non_dominated
botorch.utils.multi_objective.box_decompositions.utils
botorch.utils.multi_objective.hypervolume
botorch.utils.multi_objective.pareto
botorch.utils.multi_objective.scalarization
botorch.utils.multitask
botorch.utils.objective
botorch.utils.probability.bvn
botorch.utils.probability.lin_ess
botorch.utils.probability.linalg
botorch.utils.probability.mvnxpb
botorch.utils.probability.truncated_multivariate_normal
botorch.utils.probability.unified_skew_normal
botorch.utils.probability.utils
botorch.utils.rounding
botorch.utils.safe_math
botorch.utils.sampling
botorch.utils.test_helpers
botorch.utils.testing
botorch.utils.torch
botorch.utils.transforms
botorch.utils.types
API Reference
