All modules for which code is available

• abc
• 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.errors
• botorch.exceptions.warnings
• botorch.fit
• botorch.generation.gen
• botorch.generation.sampling
• botorch.logging
• 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.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.parameter_constraints
• botorch.optim.stopping
• botorch.optim.utils.acquisition_utils
• botorch.optim.utils.model_utils
• botorch.optim.utils.numpy_utils
• botorch.optim.utils.timeout
• 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.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.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.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
• torch.distributions.utils