Index

_

_aggregate() (cave.reader.runs_container.RunsContainer method) _analyzer_type() (in module cave.cavefacade) _asdict() (cave.analyzer.performance.cost_over_time.Line method) _attach_document() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _build_website() (cave.cavefacade.CAVE method) _cache() (cave.reader.runs_container.RunsContainer method) _changedir() (in module cave.reader.configurator_run) _check_rh_for_inc_and_def() (cave.reader.configurator_run.ConfiguratorRun method) _clear_extensions() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool static method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool static method) _clone() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _compute_trajectory_racing() (in module cave.utils.hpbandster_helpers) _configspace() (cave.analyzer.performance.overview_table.OverviewTable method) _contour_radiobuttongroup() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _create_figure() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _create_outputdir() (cave.cavefacade.CAVE method) _create_views() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _detach_document() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _field_defaults (cave.analyzer.performance.cost_over_time.Line attribute) _fields (cave.analyzer.performance.cost_over_time.Line attribute) _fields_defaults (cave.analyzer.performance.cost_over_time.Line attribute) _general_dict() (cave.analyzer.performance.overview_table.OverviewTable method) _get_all_runs() (cave.analyzer.performance.cost_over_time.CostOverTime method) _get_avg() (cave.analyzer.performance.cost_over_time.CostOverTime method) _get_bohb_line() (cave.analyzer.performance.cost_over_time.CostOverTime method) _get_color() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _get_config() (cave.reader.conversion.hpbandster2smac.HpBandSter2SMAC method) _get_cost() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) _get_dict() (cave.cavefacade.CAVE method) _get_feature_names() (cave.reader.configurator_run.ConfiguratorRun method) _get_good_bad() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) _get_incumbent_trajectory_hpbandster() (in module cave.utils.hpbandster_helpers) _get_mean_var_time() (cave.analyzer.performance.cost_over_time.CostOverTime method) _get_runs_per_config_quantiled() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method)

_get_size() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _get_table() (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) _get_widgets() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _init_pimp_and_validator() (cave.reader.configurator_run.ConfiguratorRun method) _interpret_status() (cave.reader.conversion.csv2rh.CSV2RH method) _label_instances() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) _make() (cave.analyzer.performance.cost_over_time.Line class method) _overridden_defaults() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) _paired_t_test() (cave.analyzer.performance.performance_table.PerformanceTable method) _permutation_test() (cave.analyzer.performance.performance_table.PerformanceTable method) _plot() (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) _plot_budget() (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) _plot_contour() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _plot_ecdf() (cave.analyzer.performance.plot_ecdf.PlotECDF method) _plot_get_source() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _plot_scatter() (cave.analyzer.performance.plot_scatter.PlotScatter method) _prepare_nested_glyphs() (in module cave.utils.bokeh_routines) _preprocess() (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) _preprocess_budget() (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) _reduce_cr_to_budget() (cave.reader.runs_container.RunsContainer method) _reduce_dim() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) _replace() (cave.analyzer.performance.cost_over_time.Line method) _repr_html_() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _runspec_dict() (cave.analyzer.performance.overview_table.OverviewTable method) _scatter() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) _split_table() (in module cave.html.html_helpers) _stats_for_run() (cave.analyzer.performance.overview_table.OverviewTable method) _to_json_like() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _trigger_event() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _update_event_callbacks() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) _validate_default_and_incumbents() (cave.reader.configurator_run.ConfiguratorRun method)

A

Ablation (class in cave.analyzer.parameter_importance.ablation) add_layer() (cave.html.html_builder.HTMLBuilder method) algorithm_footprints() (cave.cavefacade.CAVE method) AlgorithmFootprint (class in cave.analyzer.performance.algorithm_footprint) AlgorithmFootprintPlotter (class in cave.plot.algorithm_footprint) analyze() (cave.cavefacade.CAVE method) apply_theme() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

apt_overview() (cave.cavefacade.CAVE method) apt_tensorboard() (cave.cavefacade.CAVE method) args (cave.utils.exceptions.Deactivated attribute) (cave.utils.exceptions.NotApplicable attribute) (cave.utils.exceptions.NotUniqueError attribute) (cave.utils.helpers.MissingInstancesError attribute) array_to_bokeh_table() (in module cave.utils.bokeh_routines)

B

BaseAnalyzer (class in cave.analyzer.base_analyzer) BaseConverter (class in cave.reader.conversion.base_converter) BaseParameterImportance (class in cave.analyzer.parameter_importance.base_parameter_importance) BaseReader (class in cave.reader.base_reader) bohb_incumbents_per_budget() (cave.cavefacade.CAVE method) bohb_learning_curves() (cave.cavefacade.CAVE method)

BohbLearningCurves (class in cave.analyzer.budgets.bohb_learning_curves) box_violin() (cave.analyzer.feature_analysis.box_violin.BoxViolin method) (cave.cavefacade.CAVE method) box_width (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) BoxViolin (class in cave.analyzer.feature_analysis.box_violin) budget_correlation() (cave.cavefacade.CAVE method) BudgetCorrelation (class in cave.analyzer.budgets.budget_correlation)

C

callback (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) CAVE (class in cave.cavefacade) cave (module), [1] cave.__version__ (module) cave.analyzer (module) cave.analyzer.base_analyzer (module) cave.analyzer.budgets (module) cave.analyzer.budgets.bohb_learning_curves (module) cave.analyzer.budgets.budget_correlation (module) cave.analyzer.budgets.incumbents_over_budgets (module) cave.analyzer.configurator (module) cave.analyzer.configurator.configurator_footprint (module) cave.analyzer.configurator.parallel_coordinates (module) cave.analyzer.feature_analysis (module) cave.analyzer.feature_analysis.box_violin (module) cave.analyzer.feature_analysis.feature_analysis (module) cave.analyzer.feature_analysis.feature_clustering (module) cave.analyzer.feature_analysis.feature_correlation (module) cave.analyzer.feature_analysis.feature_importance (module) cave.analyzer.parameter_importance (module) cave.analyzer.parameter_importance.ablation (module) cave.analyzer.parameter_importance.base_parameter_importance (module) cave.analyzer.parameter_importance.fanova (module) cave.analyzer.parameter_importance.forward_selection (module) cave.analyzer.parameter_importance.local_parameter_importance (module) cave.analyzer.parameter_importance.pimp_comparison_table (module) cave.analyzer.performance (module) cave.analyzer.performance.algorithm_footprint (module) cave.analyzer.performance.compare_default_incumbent (module) cave.analyzer.performance.cost_over_time (module) cave.analyzer.performance.overview_table (module) cave.analyzer.performance.performance_table (module) cave.analyzer.performance.plot_ecdf (module) cave.analyzer.performance.plot_scatter (module) cave.cave_cli (module) cave.cavefacade (module) cave.html (module) cave.html.html_builder (module) cave.html.html_helpers (module) cave.plot (module) cave.plot.algorithm_footprint (module) cave.plot.cdf (module) cave.plot.configurator_footprint (module) cave.plot.parallel_plot (module) cave.plot.parallel_plot.parallel_plot (module) cave.plot.parallel_plot.parallel_reset (module) cave.plot.parallel_plot.parallel_selection_tool (module) cave.plot.scatter (module) cave.plot.whisker_quantiles (module) cave.reader (module) cave.reader.base_reader (module) cave.reader.configurator_run (module) cave.reader.conversion (module) cave.reader.conversion.base_converter (module) cave.reader.conversion.csv2rh (module) cave.reader.conversion.csv2smac (module) cave.reader.conversion.hpbandster2smac (module) cave.reader.runs_container (module) cave.reader.smac2_reader (module) cave.reader.smac3_reader (module) cave.utils (module) cave.utils.bokeh_routines (module)

cave.utils.convert_for_epm (module) cave.utils.exceptions (module) cave.utils.helpers (module) cave.utils.hpbandster_helpers (module) cave.utils.io (module) cave.utils.statistical_tests (module) cave.utils.timing (module) cave.utils.tooltips (module) cave_ablation() (cave.cavefacade.CAVE method) cave_fanova() (cave.cavefacade.CAVE method) CaveCLI (class in cave.cave_cli) changedir() (in module cave.reader.base_reader) check_for_bokeh() (cave.analyzer.base_analyzer.BaseAnalyzer class method) (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves class method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation class method) (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets class method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint class method) (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates class method) (cave.analyzer.feature_analysis.box_violin.BoxViolin class method) (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering class method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation class method) (cave.analyzer.feature_analysis.feature_importance.FeatureImportance class method) (cave.analyzer.parameter_importance.ablation.Ablation class method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance class method) (cave.analyzer.parameter_importance.fanova.Fanova class method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection class method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance class method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable class method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint class method) (cave.analyzer.performance.compare_default_incumbent.CompareDefaultIncumbent class method) (cave.analyzer.performance.cost_over_time.CostOverTime class method) (cave.analyzer.performance.overview_table.OverviewTable class method) (cave.analyzer.performance.performance_table.PerformanceTable class method) (cave.analyzer.performance.plot_ecdf.PlotECDF class method) (cave.analyzer.performance.plot_scatter.PlotScatter class method) check_for_features() (in module cave.utils.helpers) check_for_files() (cave.reader.base_reader.BaseReader class method) (cave.reader.conversion.csv2smac.CSV2SMAC class method) (cave.reader.smac2_reader.SMAC2Reader class method) (cave.reader.smac3_reader.SMAC3Reader class method) cluster_instances() (cave.analyzer.feature_analysis.feature_analysis.FeatureAnalysis method) combine_runhistories() (in module cave.utils.helpers) combine_trajectories() (in module cave.utils.helpers) compare_default_incumbent() (cave.cavefacade.CAVE method) CompareDefaultIncumbent (class in cave.analyzer.performance.compare_default_incumbent) config() (cave.analyzer.performance.cost_over_time.Line property) configurator_footprint() (cave.cavefacade.CAVE method) ConfiguratorFootprint (class in cave.analyzer.configurator.configurator_footprint) ConfiguratorFootprintPlotter (class in cave.plot.configurator_footprint) ConfiguratorRun (class in cave.reader.configurator_run) convert() (cave.reader.conversion.base_converter.BaseConverter method) (cave.reader.conversion.csv2smac.CSV2SMAC method) (cave.reader.conversion.hpbandster2smac.HpBandSter2SMAC method) convert_data_for_epm() (in module cave.utils.convert_for_epm) correlation_plot() (cave.analyzer.feature_analysis.feature_analysis.FeatureAnalysis method) cost_over_time() (cave.cavefacade.CAVE method) CostOverTime (class in cave.analyzer.performance.cost_over_time) count() (cave.analyzer.performance.cost_over_time.Line method) create_cs_from_pandaframe() (cave.reader.conversion.csv2rh.CSV2RH method) create_performance_table() (cave.analyzer.performance.performance_table.PerformanceTable method) create_table() (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets method) CSV2RH (class in cave.reader.conversion.csv2rh) CSV2SMAC (class in cave.reader.conversion.csv2smac)

D

dataspecs() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) dataspecs_with_props() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method)

Deactivated detect_fileformat() (in module cave.utils.helpers) dimensions (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) document() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool property) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool property)

E

entry_point() (in module cave.cave_cli) equals() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

escape_parameter_name() (in module cave.utils.helpers) export_bokeh() (in module cave.utils.io) extract_configs() (cave.reader.conversion.csv2rh.CSV2RH method) extract_instances() (cave.reader.conversion.csv2rh.CSV2RH method)

F

Fanova (class in cave.analyzer.parameter_importance.fanova) feat_analysis() (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation method) feature_analysis() (cave.cavefacade.CAVE method) feature_clustering() (cave.cavefacade.CAVE method) feature_correlation() (cave.cavefacade.CAVE method) feature_importance() (cave.analyzer.feature_analysis.feature_importance.FeatureImportance method) (cave.cavefacade.CAVE method) FeatureAnalysis (class in cave.analyzer.feature_analysis.feature_analysis)

FeatureClustering (class in cave.analyzer.feature_analysis.feature_clustering) FeatureCorrelation (class in cave.analyzer.feature_analysis.feature_correlation) FeatureImportance (class in cave.analyzer.feature_analysis.feature_importance) figure_to_html() (in module cave.html.html_helpers) footprint() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) force_finite_runhistory() (in module cave.utils.convert_for_epm) format_budgets() (in module cave.utils.hpbandster_helpers) ForwardSelection (class in cave.analyzer.parameter_importance.forward_selection) from_folder() (cave.reader.configurator_run.ConfiguratorRun class method)

G

generate_html() (cave.html.html_builder.HTMLBuilder method) generate_webpage() (cave.html.html_builder.HTMLBuilder method) get_aggregated() (cave.reader.runs_container.RunsContainer method) get_all_runs() (cave.reader.runs_container.RunsContainer method) get_box_violin_plots() (cave.analyzer.feature_analysis.feature_analysis.FeatureAnalysis method) get_budgets() (cave.reader.configurator_run.ConfiguratorRun method) (cave.reader.runs_container.RunsContainer method) get_checkbox() (in module cave.utils.bokeh_routines) get_clusters() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) get_conf_matrix() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) get_config_origin() (in module cave.utils.helpers) get_cost_dict_for_config() (in module cave.utils.helpers) get_depth() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) get_distance() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) get_folder_basenames() (in module cave.utils.helpers) get_folders() (cave.reader.runs_container.RunsContainer method) get_glob_file() (cave.reader.base_reader.BaseReader class method) (cave.reader.smac2_reader.SMAC2Reader class method) (cave.reader.smac3_reader.SMAC3Reader class method) get_highest_budget() (cave.reader.runs_container.RunsContainer method) get_html() (cave.analyzer.base_analyzer.BaseAnalyzer method) (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) (cave.analyzer.feature_analysis.box_violin.BoxViolin method) (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation method) (cave.analyzer.feature_analysis.feature_importance.FeatureImportance method) (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) (cave.analyzer.performance.compare_default_incumbent.CompareDefaultIncumbent method) (cave.analyzer.performance.cost_over_time.CostOverTime method) (cave.analyzer.performance.overview_table.OverviewTable method) (cave.analyzer.performance.performance_table.PerformanceTable method) (cave.analyzer.performance.plot_ecdf.PlotECDF method) (cave.analyzer.performance.plot_scatter.PlotScatter method) get_identifier() (cave.reader.configurator_run.ConfiguratorRun method) get_incumbent() (cave.reader.configurator_run.ConfiguratorRun method) get_incumbent_trajectory() (in module cave.utils.hpbandster_helpers) get_jupyter() (cave.analyzer.base_analyzer.BaseAnalyzer method) (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) (cave.analyzer.feature_analysis.box_violin.BoxViolin method) (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation method) (cave.analyzer.feature_analysis.feature_importance.FeatureImportance method) (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) (cave.analyzer.performance.compare_default_incumbent.CompareDefaultIncumbent method) (cave.analyzer.performance.cost_over_time.CostOverTime method) (cave.analyzer.performance.overview_table.OverviewTable method) (cave.analyzer.performance.performance_table.PerformanceTable method) (cave.analyzer.performance.plot_ecdf.PlotECDF method) (cave.analyzer.performance.plot_scatter.PlotScatter method)

get_longest_run() (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves static method) get_mds() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) get_name() (cave.analyzer.base_analyzer.BaseAnalyzer method) (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) (cave.analyzer.feature_analysis.box_violin.BoxViolin method) (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation method) (cave.analyzer.feature_analysis.feature_importance.FeatureImportance method) (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) (cave.analyzer.performance.compare_default_incumbent.CompareDefaultIncumbent method) (cave.analyzer.performance.cost_over_time.CostOverTime method) (cave.analyzer.performance.overview_table.OverviewTable method) (cave.analyzer.performance.performance_table.PerformanceTable method) (cave.analyzer.performance.plot_ecdf.PlotECDF method) (cave.analyzer.performance.plot_scatter.PlotScatter method) get_oracle() (cave.analyzer.performance.performance_table.PerformanceTable method) get_parX() (cave.analyzer.performance.performance_table.PerformanceTable method) get_performance_table() (cave.analyzer.performance.performance_table.PerformanceTable method) get_plots() (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) (cave.analyzer.performance.cost_over_time.CostOverTime method) get_pred_surface() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) get_radiobuttongroup() (in module cave.utils.bokeh_routines) get_reader() (cave.reader.configurator_run.ConfiguratorRun class method) get_rng() (cave.reader.runs_container.RunsContainer method) get_run() (cave.reader.runs_container.RunsContainer method) get_runhistory() (cave.reader.base_reader.BaseReader method) (cave.reader.conversion.csv2smac.CSV2SMAC method) (cave.reader.smac2_reader.SMAC2Reader method) (cave.reader.smac3_reader.SMAC3Reader method) get_runs_for_budget() (cave.reader.runs_container.RunsContainer method) get_runs_for_folder() (cave.reader.runs_container.RunsContainer method) get_scenario() (cave.reader.base_reader.BaseReader method) (cave.reader.conversion.csv2smac.CSV2SMAC method) (cave.reader.smac2_reader.SMAC2Reader method) (cave.reader.smac3_reader.SMAC3Reader method) get_timeout() (in module cave.utils.helpers) get_tooltip() (in module cave.utils.tooltips) get_trajectory() (cave.reader.base_reader.BaseReader method) (cave.reader.conversion.csv2smac.CSV2SMAC method) (cave.reader.conversion.hpbandster2smac.HpBandSter2SMAC method) (cave.reader.smac2_reader.SMAC2Reader method) (cave.reader.smac3_reader.SMAC3Reader method) get_unique_id() (cave.html.html_builder.HTMLBuilder method) get_validated_runhistory() (cave.reader.base_reader.BaseReader method) (cave.reader.smac2_reader.SMAC2Reader method) (cave.reader.smac3_reader.SMAC3Reader method)

H

HpBandSter2SMAC (class in cave.reader.conversion.hpbandster2smac)

hpbandster2smac() (cave.reader.conversion.hpbandster2smac.HpBandSter2SMAC method) HTMLBuilder (class in cave.html.html_builder)

I

id() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool property) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool property)

identify() (cave.reader.configurator_run.ConfiguratorRun class method) IncumbentsOverBudgets (class in cave.analyzer.budgets.incumbents_over_budgets) index() (cave.analyzer.performance.cost_over_time.Line method)

J

js_event_callbacks (cave.plot.parallel_plot.parallel_reset.ParallelResetTool attribute) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) js_link() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) js_on_change() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

js_on_event() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) js_property_callbacks (cave.plot.parallel_plot.parallel_reset.ParallelResetTool attribute) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute)

L

layout() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) Line (class in cave.analyzer.performance.cost_over_time) load_config_csv() (in module cave.utils.io) load_configspace() (cave.reader.conversion.hpbandster2smac.HpBandSter2SMAC method) load_csv_to_pandaframe() (in module cave.utils.io)

load_default_options() (in module cave.utils.helpers) local_parameter_importance() (cave.cavefacade.CAVE method) LocalParameterImportance (class in cave.analyzer.parameter_importance.local_parameter_importance) lookup() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) lower() (cave.analyzer.performance.cost_over_time.Line property)

M

main_cli() (cave.cave_cli.CaveCLI method)

mean() (cave.analyzer.performance.cost_over_time.Line property) MissingInstancesError

N

name (cave.plot.parallel_plot.parallel_reset.ParallelResetTool attribute) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) name() (cave.analyzer.performance.cost_over_time.Line property)

names (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) NotApplicable NotUniqueError

O

on_change() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) on_event() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

origin (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) overlay (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) overview_table() (cave.cavefacade.CAVE method) OverviewTable (class in cave.analyzer.performance.overview_table)

P

paired_permutation() (in module cave.utils.statistical_tests) paired_t_student() (in module cave.utils.statistical_tests) parallel_coordinates() (cave.cavefacade.CAVE method) parallel_plot() (in module cave.plot.parallel_plot.parallel_plot) ParallelCoordinates (class in cave.analyzer.configurator.parallel_coordinates) ParallelResetTool (class in cave.plot.parallel_plot.parallel_reset) ParallelSelectionTool (class in cave.plot.parallel_plot.parallel_selection_tool) parameter_importance() (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) (cave.cavefacade.CAVE method) performance_table() (cave.cavefacade.CAVE method) PerformanceTable (class in cave.analyzer.performance.performance_table) pimp_comparison_table() (cave.cavefacade.CAVE method) pimp_forward_selection() (cave.cavefacade.CAVE method) PimpComparisonTable (class in cave.analyzer.parameter_importance.pimp_comparison_table) plot() (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.cost_over_time.CostOverTime method) (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) plot3d() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) plot_bokeh() (cave.analyzer.base_analyzer.BaseAnalyzer method) (cave.analyzer.budgets.bohb_learning_curves.BohbLearningCurves method) (cave.analyzer.budgets.budget_correlation.BudgetCorrelation method) (cave.analyzer.budgets.incumbents_over_budgets.IncumbentsOverBudgets method) (cave.analyzer.configurator.configurator_footprint.ConfiguratorFootprint method) (cave.analyzer.configurator.parallel_coordinates.ParallelCoordinates method) (cave.analyzer.feature_analysis.box_violin.BoxViolin method) (cave.analyzer.feature_analysis.feature_clustering.FeatureClustering method) (cave.analyzer.feature_analysis.feature_correlation.FeatureCorrelation method) (cave.analyzer.feature_analysis.feature_importance.FeatureImportance method) (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.algorithm_footprint.AlgorithmFootprint method) (cave.analyzer.performance.compare_default_incumbent.CompareDefaultIncumbent method) (cave.analyzer.performance.cost_over_time.CostOverTime method) (cave.analyzer.performance.overview_table.OverviewTable method) (cave.analyzer.performance.performance_table.PerformanceTable method) (cave.analyzer.performance.plot_ecdf.PlotECDF method) (cave.analyzer.performance.plot_scatter.PlotScatter method)

plot_cdf() (in module cave.plot.cdf) plot_ecdf() (cave.cavefacade.CAVE method) plot_interactive_footprint() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) plot_points_per_cluster() (cave.plot.algorithm_footprint.AlgorithmFootprintPlotter method) plot_scatter() (cave.cavefacade.CAVE method) plot_scatter_plot() (in module cave.plot.scatter) plot_whiskers() (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.base_parameter_importance.BaseParameterImportance method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) PlotECDF (class in cave.analyzer.performance.plot_ecdf) PlotScatter (class in cave.analyzer.performance.plot_scatter) postprocess() (cave.analyzer.parameter_importance.ablation.Ablation method) (cave.analyzer.parameter_importance.fanova.Fanova method) (cave.analyzer.parameter_importance.forward_selection.ForwardSelection method) (cave.analyzer.parameter_importance.local_parameter_importance.LocalParameterImportance method) print_budgets() (cave.cavefacade.CAVE method) properties() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) properties_containers() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) properties_with_refs() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool class method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool class method) properties_with_values() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

Q

query_properties_with_values() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

R

read_csv_to_rh() (cave.reader.conversion.csv2rh.CSV2RH method) reduce_runhistory() (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) ref() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool property) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool property) references() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) remove_on_change() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

renderer_data (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) renderer_select (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) renderers (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) run() (cave.analyzer.parameter_importance.pimp_comparison_table.PimpComparisonTable method) (cave.analyzer.performance.overview_table.OverviewTable method) (cave.plot.configurator_footprint.ConfiguratorFootprintPlotter method) RunsContainer (class in cave.reader.runs_container)

S

scenario_sanity_check() (in module cave.utils.helpers) select() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) select_every_mousemove (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) select_one() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) set_from_json() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

set_select() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) set_verbosity() (cave.cavefacade.CAVE method) SMAC2Reader (class in cave.reader.smac2_reader) SMAC3Reader (class in cave.reader.smac3_reader) subscribed_events (cave.plot.parallel_plot.parallel_reset.ParallelResetTool attribute) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute)

T

tags (cave.plot.parallel_plot.parallel_reset.ParallelResetTool attribute) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool attribute) themed_values() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) time() (cave.analyzer.performance.cost_over_time.Line property) timeouts_to_tuple() (cave.analyzer.performance.performance_table.PerformanceTable method)

timing() (in module cave.utils.timing) to_json() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) to_json_string() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) trigger() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

U

unapply_theme() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) update() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method)

update_from_json() (cave.plot.parallel_plot.parallel_reset.ParallelResetTool method) (cave.plot.parallel_plot.parallel_selection_tool.ParallelSelectionTool method) upper() (cave.analyzer.performance.cost_over_time.Line property)

W

whisker_quantiles() (in module cave.plot.whisker_quantiles) with_traceback() (cave.utils.exceptions.Deactivated method) (cave.utils.exceptions.NotApplicable method) (cave.utils.exceptions.NotUniqueError method) (cave.utils.helpers.MissingInstancesError method)