path # lines of code environment.yml 10 pyproject.toml 6 website/core/Tutorial.js 66 website/core/TutorialSidebar.js 73 website/core/Footer.js 117 website/siteConfig.js 53 website/static/css/alabaster.css 534 website/static/css/custom.css 249 website/static/css/basic.css 546 website/static/css/code_block_buttons.css 32 website/static/js/code_block_buttons.js 40 website/static/js/mathjax.js 15 website/static/pygments.css 61 website/pages/tutorials/index.js 87 website/pages/en/index.js 238 MANIFEST.in 7 setup.py 86 sphinx/source/conf.py 58 scripts/run_tutorials.py 110 scripts/parse_tutorials.py 88 scripts/update_versions_html.py 67 scripts/versions.js 73 scripts/parse_sphinx.py 47 scripts/patch_site_config.py 42 scripts/validate_sphinx.py 60 tutorials/multi_fidelity_bo.ipynb 626 tutorials/compare_mc_analytic_acquisition.ipynb 372 tutorials/optimize_with_cmaes.ipynb 147 tutorials/optimize_stochastic.ipynb 220 tutorials/max_value_entropy.ipynb 342 tutorials/one_shot_kg.ipynb 313 tutorials/discrete_multi_fidelity_bo.ipynb 473 botorch/logging.py 17 botorch/fit.py 130 botorch/acquisition/preference.py 63 botorch/acquisition/penalized.py 127 botorch/acquisition/objective.py 166 botorch/acquisition/cached_cholesky.py 107 botorch/acquisition/proximal.py 52 botorch/acquisition/active_learning.py 50 botorch/acquisition/risk_measures.py 83 botorch/acquisition/__init__.py 92 botorch/acquisition/knowledge_gradient.py 303 botorch/acquisition/monte_carlo.py 282 botorch/acquisition/input_constructors.py 752 botorch/acquisition/multi_step_lookahead.py 345 botorch/acquisition/fixed_feature.py 61 botorch/acquisition/cost_aware.py 71 botorch/acquisition/multi_objective/objective.py 122 botorch/acquisition/multi_objective/__init__.py 42 botorch/acquisition/multi_objective/monte_carlo.py 471 botorch/acquisition/multi_objective/utils.py 90 botorch/acquisition/multi_objective/multi_output_risk_measures.py 200 botorch/acquisition/multi_objective/max_value_entropy_search.py 89 botorch/acquisition/multi_objective/analytic.py 117 botorch/acquisition/utils.py 277 botorch/acquisition/max_value_entropy_search.py 403 botorch/acquisition/acquisition.py 69 botorch/acquisition/analytic.py 333 botorch/sampling/__init__.py 19 botorch/sampling/pairwise_samplers.py 75 botorch/sampling/qmc.py 82 botorch/sampling/samplers.py 160 botorch/optim/optimize.py 515 botorch/optim/fit.py 166 botorch/optim/__init__.py 24 botorch/optim/numpy_converter.py 73 botorch/optim/stopping.py 55 botorch/optim/initializers.py 489 botorch/optim/utils.py 163 botorch/optim/parameter_constraints.py 207 botorch/__init__.py 37 botorch/utils/dispatcher.py 86 botorch/utils/transforms.py 131 botorch/utils/low_rank.py 96 botorch/utils/objective.py 47 botorch/utils/containers.py 72 botorch/utils/rounding.py 9 botorch/utils/__init__.py 33 botorch/utils/multi_objective/box_decomposition.py 12 botorch/utils/multi_objective/__init__.py 9 botorch/utils/multi_objective/pareto.py 39 botorch/utils/multi_objective/scalarization.py 33 botorch/utils/multi_objective/box_decompositions/box_decomposition.py 190 botorch/utils/multi_objective/box_decompositions/__init__.py 22 botorch/utils/multi_objective/box_decompositions/utils.py 191 botorch/utils/multi_objective/box_decompositions/dominated.py 46 botorch/utils/multi_objective/box_decompositions/box_decomposition_list.py 69 botorch/utils/multi_objective/box_decompositions/non_dominated.py 292 botorch/utils/multi_objective/hypervolume.py 203 botorch/utils/sampling.py 467 botorch/utils/constraints.py 18 botorch/utils/testing.py 234 botorch/utils/torch.py 79 botorch/utils/gp_sampling.py 220 botorch/utils/feasible_volume.py 97 botorch/models/higher_order_gp.py 408 botorch/models/kernels/downsampling.py 86 botorch/models/kernels/categorical.py 24 botorch/models/kernels/__init__.py 12 botorch/models/kernels/contextual_sac.py 63 botorch/models/kernels/linear_truncated_fidelity.py 153 botorch/models/kernels/contextual_lcea.py 245 botorch/models/kernels/exponential_decay.py 78 botorch/models/contextual_multioutput.py 122 botorch/models/deterministic.py 99 botorch/models/gpytorch.py 367 botorch/models/contextual.py 48 botorch/models/fully_bayesian.py 305 botorch/models/approximate_gp.py 324 botorch/models/converter.py 226 botorch/models/__init__.py 49 botorch/models/pairwise_gp.py 577 botorch/models/gp_regression.py 259 botorch/models/model.py 191 botorch/models/transforms/outcome.py 329 botorch/models/transforms/__init__.py 22 botorch/models/transforms/utils.py 29 botorch/models/transforms/input.py 558 botorch/models/utils.py 144 botorch/models/multitask.py 479 botorch/models/cost.py 28 botorch/models/model_list_gp_regression.py 45 botorch/models/gp_regression_fidelity.py 223 botorch/models/gp_regression_mixed.py 131 botorch/exceptions/warnings.py 22 botorch/exceptions/__init__.py 31 botorch/exceptions/errors.py 16 botorch/settings.py 56 botorch/posteriors/higher_order.py 122 botorch/posteriors/deterministic.py 46 botorch/posteriors/gpytorch.py 126 botorch/posteriors/fully_bayesian.py 28 botorch/posteriors/__init__.py 17 botorch/posteriors/base_samples.py 20 botorch/posteriors/posterior.py 136 botorch/posteriors/multitask.py 175 botorch/posteriors/transformed.py 61 botorch/generation/gen.py 217 botorch/generation/__init__.py 13 botorch/generation/utils.py 78 botorch/generation/sampling.py 108 botorch/cross_validation.py 86 setup.cfg 9