.flake8
.gitignore
.pre-commit-config.yaml
.readthedocs.yaml
CHANGELOG.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
SECURITY.md
botorch_logo_lockup.png
botorch_logo_lockup.svg
pyproject.toml
requirements-fmt.txt
.github/PULL_REQUEST_TEMPLATE.md
.github/ISSUE_TEMPLATE/bug_report.yml
.github/ISSUE_TEMPLATE/config.yml
.github/ISSUE_TEMPLATE/feature_request.yml
.github/workflows/deploy_on_release.yml
.github/workflows/docs.yml
.github/workflows/lint.yml
.github/workflows/nightly.yml
.github/workflows/publish_website.yml
.github/workflows/reusable_test.yml
.github/workflows/reusable_tutorials.yml
.github/workflows/test.yml
.github/workflows/test_stable.yml
.github/workflows/test_website.yml
.github/workflows/tutorials_smoke_test.yml
botorch/__init__.py
botorch/cross_validation.py
botorch/fit.py
botorch/logging.py
botorch/py.typed
botorch/settings.py
botorch/version.py
botorch.egg-info/PKG-INFO
botorch.egg-info/SOURCES.txt
botorch.egg-info/dependency_links.txt
botorch.egg-info/requires.txt
botorch.egg-info/top_level.txt
botorch/acquisition/__init__.py
botorch/acquisition/acquisition.py
botorch/acquisition/active_learning.py
botorch/acquisition/analytic.py
botorch/acquisition/bayesian_active_learning.py
botorch/acquisition/cached_cholesky.py
botorch/acquisition/cost_aware.py
botorch/acquisition/decoupled.py
botorch/acquisition/factory.py
botorch/acquisition/fixed_feature.py
botorch/acquisition/input_constructors.py
botorch/acquisition/joint_entropy_search.py
botorch/acquisition/knowledge_gradient.py
botorch/acquisition/logei.py
botorch/acquisition/max_value_entropy_search.py
botorch/acquisition/monte_carlo.py
botorch/acquisition/multi_step_lookahead.py
botorch/acquisition/multioutput_acquisition.py
botorch/acquisition/objective.py
botorch/acquisition/penalized.py
botorch/acquisition/predictive_entropy_search.py
botorch/acquisition/preference.py
botorch/acquisition/prior_guided.py
botorch/acquisition/proximal.py
botorch/acquisition/risk_measures.py
botorch/acquisition/thompson_sampling.py
botorch/acquisition/utils.py
botorch/acquisition/multi_objective/__init__.py
botorch/acquisition/multi_objective/analytic.py
botorch/acquisition/multi_objective/base.py
botorch/acquisition/multi_objective/hypervolume_knowledge_gradient.py
botorch/acquisition/multi_objective/joint_entropy_search.py
botorch/acquisition/multi_objective/logei.py
botorch/acquisition/multi_objective/max_value_entropy_search.py
botorch/acquisition/multi_objective/monte_carlo.py
botorch/acquisition/multi_objective/multi_fidelity.py
botorch/acquisition/multi_objective/multi_output_risk_measures.py
botorch/acquisition/multi_objective/objective.py
botorch/acquisition/multi_objective/parego.py
botorch/acquisition/multi_objective/predictive_entropy_search.py
botorch/acquisition/multi_objective/utils.py
botorch/exceptions/__init__.py
botorch/exceptions/errors.py
botorch/exceptions/warnings.py
botorch/generation/__init__.py
botorch/generation/gen.py
botorch/generation/sampling.py
botorch/generation/utils.py
botorch/models/__init__.py
botorch/models/approximate_gp.py
botorch/models/contextual.py
botorch/models/contextual_multioutput.py
botorch/models/cost.py
botorch/models/deterministic.py
botorch/models/ensemble.py
botorch/models/fully_bayesian.py
botorch/models/fully_bayesian_multitask.py
botorch/models/gp_regression.py
botorch/models/gp_regression_fidelity.py
botorch/models/gp_regression_mixed.py
botorch/models/gpytorch.py
botorch/models/heterogeneous_mtgp.py
botorch/models/higher_order_gp.py
botorch/models/latent_kronecker_gp.py
botorch/models/map_saas.py
botorch/models/model.py
botorch/models/model_list_gp_regression.py
botorch/models/multitask.py
botorch/models/pairwise_gp.py
botorch/models/relevance_pursuit.py
botorch/models/robust_relevance_pursuit_model.py
botorch/models/kernels/__init__.py
botorch/models/kernels/categorical.py
botorch/models/kernels/contextual_lcea.py
botorch/models/kernels/contextual_sac.py
botorch/models/kernels/downsampling.py
botorch/models/kernels/exponential_decay.py
botorch/models/kernels/heterogeneous_multitask.py
botorch/models/kernels/infinite_width_bnn.py
botorch/models/kernels/linear_truncated_fidelity.py
botorch/models/kernels/orthogonal_additive_kernel.py
botorch/models/kernels/positive_index.py
botorch/models/likelihoods/__init__.py
botorch/models/likelihoods/pairwise.py
botorch/models/likelihoods/sparse_outlier_noise.py
botorch/models/transforms/__init__.py
botorch/models/transforms/factory.py
botorch/models/transforms/input.py
botorch/models/transforms/outcome.py
botorch/models/transforms/utils.py
botorch/models/utils/__init__.py
botorch/models/utils/assorted.py
botorch/models/utils/gpytorch_modules.py
botorch/models/utils/inducing_point_allocators.py
botorch/optim/__init__.py
botorch/optim/batched_lbfgs_b.py
botorch/optim/core.py
botorch/optim/fit.py
botorch/optim/homotopy.py
botorch/optim/initializers.py
botorch/optim/optimize.py
botorch/optim/optimize_homotopy.py
botorch/optim/optimize_mixed.py
botorch/optim/parameter_constraints.py
botorch/optim/stopping.py
botorch/optim/closures/__init__.py
botorch/optim/closures/core.py
botorch/optim/closures/model_closures.py
botorch/optim/utils/__init__.py
botorch/optim/utils/acquisition_utils.py
botorch/optim/utils/common.py
botorch/optim/utils/model_utils.py
botorch/optim/utils/numpy_utils.py
botorch/optim/utils/timeout.py
botorch/posteriors/__init__.py
botorch/posteriors/base_samples.py
botorch/posteriors/ensemble.py
botorch/posteriors/fully_bayesian.py
botorch/posteriors/gpytorch.py
botorch/posteriors/higher_order.py
botorch/posteriors/latent_kronecker.py
botorch/posteriors/multitask.py
botorch/posteriors/posterior.py
botorch/posteriors/posterior_list.py
botorch/posteriors/torch.py
botorch/posteriors/transformed.py
botorch/sampling/__init__.py
botorch/sampling/base.py
botorch/sampling/get_sampler.py
botorch/sampling/index_sampler.py
botorch/sampling/list_sampler.py
botorch/sampling/normal.py
botorch/sampling/pairwise_samplers.py
botorch/sampling/qmc.py
botorch/sampling/stochastic_samplers.py
botorch/sampling/pathwise/__init__.py
botorch/sampling/pathwise/paths.py
botorch/sampling/pathwise/posterior_samplers.py
botorch/sampling/pathwise/prior_samplers.py
botorch/sampling/pathwise/update_strategies.py
botorch/sampling/pathwise/utils.py
botorch/sampling/pathwise/features/__init__.py
botorch/sampling/pathwise/features/generators.py
botorch/sampling/pathwise/features/maps.py
botorch/test_functions/__init__.py
botorch/test_functions/base.py
botorch/test_functions/multi_fidelity.py
botorch/test_functions/multi_objective.py
botorch/test_functions/multi_objective_multi_fidelity.py
botorch/test_functions/sensitivity_analysis.py
botorch/test_functions/synthetic.py
botorch/test_functions/utils.py
botorch/test_utils/__init__.py
botorch/test_utils/mock.py
botorch/utils/__init__.py
botorch/utils/constants.py
botorch/utils/constraints.py
botorch/utils/containers.py
botorch/utils/context_managers.py
botorch/utils/datasets.py
botorch/utils/dispatcher.py
botorch/utils/evaluation.py
botorch/utils/feasible_volume.py
botorch/utils/low_rank.py
botorch/utils/multitask.py
botorch/utils/objective.py
botorch/utils/rounding.py
botorch/utils/safe_math.py
botorch/utils/sampling.py
botorch/utils/test_helpers.py
botorch/utils/testing.py
botorch/utils/torch.py
botorch/utils/transforms.py
botorch/utils/types.py
botorch/utils/multi_objective/__init__.py
botorch/utils/multi_objective/hypervolume.py
botorch/utils/multi_objective/optimize.py
botorch/utils/multi_objective/pareto.py
botorch/utils/multi_objective/scalarization.py
botorch/utils/multi_objective/box_decompositions/__init__.py
botorch/utils/multi_objective/box_decompositions/box_decomposition.py
botorch/utils/multi_objective/box_decompositions/box_decomposition_list.py
botorch/utils/multi_objective/box_decompositions/dominated.py
botorch/utils/multi_objective/box_decompositions/non_dominated.py
botorch/utils/multi_objective/box_decompositions/utils.py
botorch/utils/probability/__init__.py
botorch/utils/probability/bvn.py
botorch/utils/probability/lin_ess.py
botorch/utils/probability/linalg.py
botorch/utils/probability/mvnxpb.py
botorch/utils/probability/truncated_multivariate_normal.py
botorch/utils/probability/unified_skew_normal.py
botorch/utils/probability/utils.py
botorch_community/README.md
botorch_community/__init__.py
botorch_community/acquisition/__init__.py
botorch_community/acquisition/augmented_multisource.py
botorch_community/acquisition/bayesian_active_learning.py
botorch_community/acquisition/bll_thompson_sampling.py
botorch_community/acquisition/discretized.py
botorch_community/acquisition/hentropy_search.py
botorch_community/acquisition/input_constructors.py
botorch_community/acquisition/latent_information_gain.py
botorch_community/acquisition/rei.py
botorch_community/acquisition/scorebo.py
botorch_community/models/__init__.py
botorch_community/models/blls.py
botorch_community/models/example.py
botorch_community/models/gp_regression_multisource.py
botorch_community/models/np_regression.py
botorch_community/models/prior_fitted_network.py
botorch_community/models/vbll_helper.py
botorch_community/models/vblls.py
botorch_community/models/utils/__init__.py
botorch_community/models/utils/prior_fitted_network.py
botorch_community/posteriors/__init__.py
botorch_community/posteriors/bll_posterior.py
botorch_community/posteriors/riemann.py
botorch_community/utils/__init__.py
botorch_community/utils/stat_dist.py
notebooks_community/README.md
notebooks_community/clf_constrained_bo/clf_constrained_bo.ipynb
notebooks_community/example/example.ipynb
notebooks_community/hentropy_search/hentropy_search.ipynb
notebooks_community/multi_source_bo/multi_source_bo.ipynb
notebooks_community/vbll_thompson_sampling/vbll_thompson_sampling.ipynb
test_community/__init__.py
test_community/acquisition/__init__.py
test_community/acquisition/test_bayesian_active_learning.py
test_community/acquisition/test_bll_thompson_sampling.py
test_community/acquisition/test_discretized.py
test_community/acquisition/test_hentropy_search.py
test_community/acquisition/test_input_constructors.py
test_community/acquisition/test_latent_information_gain.py
test_community/acquisition/test_multi_source.py
test_community/acquisition/test_rei.py
test_community/acquisition/test_scorebo.py
test_community/models/__init__.py
test_community/models/test_example.py
test_community/models/test_gp_regression_multisource.py
test_community/models/test_np_regression.py
test_community/models/test_prior_fitted_network.py
test_community/models/test_vbll_helper.py
test_community/models/test_vblls.py
test_community/posteriors/test_bll.py
test_community/posteriors/test_riemann.py
test_community/utils/test_stat_dist.py