Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | W _ _handle_incompatible() (in module brisk.cli.cli_helpers) _run_from_config() (in module brisk.cli.cli_helpers) _run_from_project() (in module brisk.cli.cli_helpers) _validate_dataset() (in module brisk.cli.cli_helpers) A add() (DataSplits method) add_algorithm_config() (RerunService method) add_base_data_manager() (RerunService method) add_configuration() (RerunService method) add_data_manager() (ReportingService method) add_dataset() (ReportingService method) add_evaluators_config() (RerunService method) add_experiment() (ReportingService method) add_experiment_group() (Configuration method) add_experiment_groups() (ReportingService method) (RerunService method) add_metric_config() (RerunService method) add_workflow_file() (RerunService method) algorithm (Experiment attribute) algorithm_kwargs (Experiment property) algorithm_names (Experiment property) AlgorithmCollection (class in brisk.configuration.algorithm_collection) AlgorithmWrapper (class in brisk.configuration.algorithm_wrapper) append() (AlgorithmCollection method) B BarPlot (class in brisk.evaluation.evaluators.builtin.dataset_plots) BaseEvaluator (class in brisk.evaluation.evaluators.base) BasePreprocessor (class in brisk.data.preprocessing), [1] BaseService (class in brisk.services.base) brisk_version (Navbar attribute) build() (Configuration method) C cache_tuned_params() (ReportingService method) calculate_measures() (CategoricalStatistics method) (CompareModels method) (ConfusionMatrix method) (ContinuousStatistics method) (DatasetMeasureEvaluator method) (EvaluateModel method) (EvaluateModelCV method) (HyperparameterTuning method) (MeasureEvaluator method) capture_environment() (EnvironmentManager method) (RerunService method) CaptureStrategy (class in brisk.services.rerun) CategoricalEncodingPreprocessor (class in brisk.data.preprocessing), [1] CategoricalStatistics (class in brisk.evaluation.evaluators.builtin.dataset_measures) check_env() (in module brisk.cli.cli) cleanup_temp_files() (CoordinatingStrategy method) clear_context() (ReportingService method) close_file_handlers() (LoggingService method) collect_dataset_metadata() (RerunService method) columns (TableData attribute) compare_environments() (EnvironmentManager method) compare_models() (Workflow method) CompareModels (class in brisk.evaluation.evaluators.builtin.common_measures) COMPATIBLE (VersionMatch attribute) Configuration (class in brisk.configuration.configuration) ConfigurationManager (class in brisk.configuration.configuration_manager) confusion_matrix() (Workflow method) ConfusionMatrix (class in brisk.evaluation.evaluators.builtin.classification_measures) ContinuousStatistics (class in brisk.evaluation.evaluators.builtin.dataset_measures) CoordinatingStrategy (class in brisk.services.rerun) CorrelationMatrix (class in brisk.evaluation.evaluators.builtin.dataset_plots) create() (in module brisk.cli.cli) create_data() (in module brisk.cli.cli) create_data_managers() (ConfigurationManager method) create_data_splits() (ConfigurationManager method) create_description_map() (ConfigurationManager method) create_experiment_queue() (ConfigurationManager method) create_experiments() (ExperimentFactory method) create_logfile() (ConfigurationManager method) CRITICAL_PACKAGES (EnvironmentManager attribute) current_version (EnvironmentDiff attribute) D data_manager_id (Dataset attribute) data_managers (ReportData attribute) data_split_scores (ExperimentGroup attribute) DataManager (class in brisk.data.data_manager) (class in brisk.reporting.report_data) Dataset (class in brisk.reporting.report_data) dataset (Experiment attribute) dataset_name (Experiment property) dataset_paths (ExperimentGroup property) DatasetMeasureEvaluator (class in brisk.evaluation.evaluators.dataset_measure_evaluator) DatasetPlotEvaluator (class in brisk.evaluation.evaluators.dataset_plot_evaluator) datasets (ExperimentGroup attribute) (ReportData attribute) DataSplitInfo (class in brisk.data.data_split_info) DataSplits (class in brisk.data.data_splits) decode_hook() (PickleJSONDecoder static method) default() (NumpyEncoder method) (PickleJSONEncoder method) description (ExperimentGroup attribute) (PlotData attribute) (TableData attribute) E emit() (TqdmLoggingHandler method) EnvironmentDiff (class in brisk.cli.environment) EnvironmentManager (class in brisk.cli.environment) evaluate() (CompareModels method) (ConfusionMatrix method) (DatasetMeasureEvaluator method) (EvaluateModelCV method) (HyperparameterTuning method) (MeasureEvaluator method) evaluate_data_split() (DataSplitInfo method) evaluate_model() (Workflow method) evaluate_model_cv() (Workflow method) EvaluateModel (class in brisk.evaluation.evaluators.builtin.common_measures) EvaluateModelCV (class in brisk.evaluation.evaluators.builtin.common_measures) EvaluationManager (class in brisk.evaluation.evaluation_manager) EvaluatorRegistry (class in brisk.evaluation.evaluators.registry) EXACT (VersionMatch attribute) Experiment (class in brisk.configuration.experiment) (class in brisk.reporting.report_data) experiment_groups (ReportData attribute) ExperimentFactory (class in brisk.configuration.experiment_factory) ExperimentGroup (class in brisk.configuration.experiment_group) (class in brisk.reporting.report_data) experiments (ExperimentGroup attribute) (ReportData attribute) export_and_save() (RerunService method) export_config() (AlgorithmWrapper method) (MetricWrapper method) export_env() (in module brisk.cli.cli) export_params() (BasePreprocessor method), [1] (CategoricalEncodingPreprocessor method), [1] (Configuration method) (DataManager method) (FeatureSelectionPreprocessor method), [1] (MetricManager method) (MissingDataPreprocessor method), [1] (PlotSettings method) (ScalingPreprocessor method), [1] export_requirements() (EnvironmentManager method) EXTRA (VersionMatch attribute) F FeatureDistribution (class in brisk.reporting.report_data) features (Dataset attribute) FeatureSelectionPreprocessor (class in brisk.data.preprocessing), [1] FileFormatter (class in brisk.services.logging) find_project_root() (in module brisk.configuration.project) fit() (BasePreprocessor method), [1] (CategoricalEncodingPreprocessor method), [1] (FeatureSelectionPreprocessor method), [1] (MissingDataPreprocessor method), [1] (ScalingPreprocessor method), [1] fit_transform() (BasePreprocessor method), [1] (CategoricalEncodingPreprocessor method), [1] (ScalingPreprocessor method), [1] format() (FileFormatter method) G generate_environment_report() (EnvironmentManager method) generate_plot_data() (BarPlot method) (CorrelationMatrix method) (DatasetPlotEvaluator method) (Histogram method) (PlotConfusionHeatmap method) (PlotEvaluator method) (PlotFeatureImportance method) (PlotLearningCurve method) (PlotModelComparison method) (PlotPrecisionRecallCurve method) (PlotPredVsObs method) (PlotResiduals method) (PlotRocCurve method) (PlotShapleyValues method) get() (EvaluatorRegistry method) get_algo_wrapper() (UtilityService method) get_colors() (PlotSettings method) get_configuration_args() (RerunService method) get_context() (ReportingService method) get_cv_splitter() (UtilityService method) get_dataset() (MetadataService method) get_evaluator() (EvaluationManager method) get_experiment_groups() (RerunService method) get_feature_names() (BasePreprocessor method), [1] (CategoricalEncodingPreprocessor method), [1] (FeatureSelectionPreprocessor method), [1] (MissingDataPreprocessor method), [1] (ScalingPreprocessor method), [1] get_func_with_params() (MetricWrapper method) get_group_index() (UtilityService method) get_hyperparam_grid() (AlgorithmWrapper method) get_io_settings() (PlotSettings method) get_metric() (MetricManager method) get_model() (MetadataService method) get_name() (MetricManager method) get_output_structure() (ConfigurationManager method) get_plot_settings() (UtilityService method) get_report_data() (ReportingService method) get_rerun() (MetadataService method) get_scorer() (MetricManager method) get_service() (BaseService method) get_split() (DataSplits method) get_split_metadata() (DataSplitInfo method) get_test() (DataSplitInfo method) get_theme() (PlotSettings method) get_theme_info() (ThemePickleJSONSerializer method) get_train() (DataSplitInfo method) get_train_test() (DataSplitInfo method) group_column (DataManager attribute) H handle_load_algorithms() (CaptureStrategy method) (CoordinatingStrategy method) (RerunService method) (RerunStrategy method) handle_load_base_data_manager() (CaptureStrategy method) (CoordinatingStrategy method) (RerunService method) (RerunStrategy method) handle_load_custom_evaluators() (CaptureStrategy method) (CoordinatingStrategy method) (RerunService method) (RerunStrategy method) handle_load_metric_config() (CaptureStrategy method) (CoordinatingStrategy method) (RerunService method) (RerunStrategy method) handle_load_workflow() (CaptureStrategy method) (CoordinatingStrategy method) (RerunService method) (RerunStrategy method) Histogram (class in brisk.evaluation.evaluators.builtin.dataset_plots) hyperparam_grid (Experiment attribute) hyperparameter_tuning() (Workflow method) HyperparameterTuning (class in brisk.evaluation.evaluators.builtin.optimization) I ID (DataManager attribute) (Dataset attribute) (Experiment attribute) (FeatureDistribution attribute) image (PlotData attribute) INCOMPATIBLE (VersionMatch attribute) initialize_evaluators() (EvaluationManager method) instantiate() (AlgorithmWrapper method) instantiate_tuned() (AlgorithmWrapper method) io (BaseEvaluator property) (ServiceBundle attribute) IOService (class in brisk.services.io) is_critical (EnvironmentDiff attribute) is_higher_better() (MetricManager method) L list_metrics() (MetricManager method) load_algorithm_config() (ConfigurationManager method) load_algorithms() (IOService method) load_base_data_manager() (ConfigurationManager method) (IOService method) load_custom_evaluators() (IOService method) load_data() (in module brisk.cli.cli) (IOService static method) load_metric_config() (IOService method) load_model() (EvaluationManager method) (Workflow method) load_module_object() (IOService static method) load_sklearn_dataset() (in module brisk.cli.cli_helpers) load_workflow() (IOService method) log_results() (CompareModels method) (ConfusionMatrix method) (DatasetMeasureEvaluator method) (DatasetPlotEvaluator method) (EvaluateModel method) (EvaluateModelCV method) (HyperparameterTuning method) (MeasureEvaluator method) (PlotEvaluator method) (PlotPrecisionRecallCurve method) (PlotRocCurve method) logger (BaseEvaluator property) (ServiceBundle attribute) LoggingService (class in brisk.services.logging) M MeasureEvaluator (class in brisk.evaluation.evaluators.measure_evaluator) metadata (BaseEvaluator property) (ServiceBundle attribute) MetadataService (class in brisk.services.metadata) MetricManager (class in brisk.evaluation.metric_manager) MetricWrapper (class in brisk.evaluation.metric_wrapper) MISSING (VersionMatch attribute) MissingDataPreprocessor (class in brisk.data.preprocessing), [1] model_config (DataManager attribute) (Dataset attribute) (Experiment attribute) (ExperimentGroup attribute) (FeatureDistribution attribute) (Navbar attribute) (PlotData attribute) (ReportData attribute) (RoundedModel attribute) (TableData attribute) N n_splits (DataManager attribute) name (Experiment property) (ExperimentGroup attribute) (PlotData attribute) (TableData attribute) Navbar (class in brisk.reporting.report_data) navbar (ReportData attribute) NumpyEncoder (class in brisk.services.io) O original_version (EnvironmentDiff attribute) P package (EnvironmentDiff attribute) PickleJSONDecoder (class in brisk.theme.theme_serializer) PickleJSONEncoder (class in brisk.theme.theme_serializer) plot (FeatureDistribution attribute) plot() (BarPlot method) (CorrelationMatrix method) (DatasetPlotEvaluator method) (Histogram method) (PlotConfusionHeatmap method) (PlotEvaluator method) (PlotFeatureImportance method) (PlotLearningCurve method) (PlotModelComparison method) (PlotPrecisionRecallCurve method) (PlotPredVsObs method) (PlotResiduals method) (PlotRocCurve method) (PlotShapleyValues method) plot_confusion_heatmap() (Workflow method) plot_feature_importance() (Workflow method) plot_learning_curve() (Workflow method) plot_model_comparison() (Workflow method) plot_precision_recall_curve() (Workflow method) plot_pred_vs_obs() (Workflow method) plot_residuals() (Workflow method) plot_roc_curve() (Workflow method) plot_shapley_values() (Workflow method) PlotConfusionHeatmap (class in brisk.evaluation.evaluators.builtin.classification_plots) PlotData (class in brisk.reporting.report_data) PlotEvaluator (class in brisk.evaluation.evaluators.plot_evaluator) PlotFeatureImportance (class in brisk.evaluation.evaluators.builtin.common_plots) PlotLearningCurve (class in brisk.evaluation.evaluators.builtin.common_plots) PlotModelComparison (class in brisk.evaluation.evaluators.builtin.common_plots) PlotPrecisionRecallCurve (class in brisk.evaluation.evaluators.builtin.classification_plots) PlotPredVsObs (class in brisk.evaluation.evaluators.builtin.regression_plots) PlotResiduals (class in brisk.evaluation.evaluators.builtin.regression_plots) PlotRocCurve (class in brisk.evaluation.evaluators.builtin.classification_plots) plots (Experiment attribute) PlotSettings (class in brisk.theme.plot_settings) PlotShapleyValues (class in brisk.evaluation.evaluators.builtin.common_plots) R random_state (DataManager attribute) reconstruct_plot_settings() (RerunService method) register() (EvaluatorRegistry method) register_services() (BaseService method) render() (ReportRenderer method) report() (CompareModels method) (ConfusionMatrix method) (EvaluateModel method) (EvaluateModelCV method) (MeasureEvaluator method) ReportData (class in brisk.reporting.report_data) reporting (BaseEvaluator property) (ServiceBundle attribute) ReportingContext (class in brisk.services.reporting) ReportingService (class in brisk.services.reporting) ReportRenderer (class in brisk.reporting.report_renderer) rerun (ServiceBundle attribute) RerunService (class in brisk.services.rerun) RerunStrategy (class in brisk.services.rerun) RoundedModel (class in brisk.reporting.report_data) rows (TableData attribute) run() (in module brisk.cli.cli) (Workflow method) run_experiments() (TrainingManager method) S save_model() (EvaluationManager method) (Workflow method) save_plot() (IOService method) save_rerun_config() (IOService method) save_to_json() (IOService method) ScalingPreprocessor (class in brisk.data.preprocessing), [1] ServiceBundle (class in brisk.services.bundle) set_algorithm_config() (MetadataService method) (UtilityService method) set_colors() (BaseEvaluator method) set_context() (ReportingService method) set_evaluator_registry() (EvaluationManager method) (ReportingService method) set_evaluator_services() (EvaluationManager method) set_experiment_config() (EvaluationManager method) set_io_settings() (IOService method) set_metric_config() (BaseEvaluator method) (ReportingService method) set_output_dir() (EvaluationManager method) (IOService method) set_params() (MetricWrapper method) set_plot_settings() (UtilityService method) set_results_dir() (LoggingService method) set_services() (BaseEvaluator method) (Configuration method) (ConfigurationManager method) (DataManager method) (DataSplitInfo method) (EvaluationManager method) (TrainingManager method) set_split_indices() (UtilityService method) set_split_metadata() (MetricManager method) set_tuning_measure() (ReportingService method) setup_logger() (LoggingService method) split() (DataManager method) split_corr_matrices (Dataset attribute) split_feature_distributions (Dataset attribute) split_method (DataManager attribute) split_sizes (Dataset attribute) split_target_stats (Dataset attribute) splits (Dataset attribute) status (EnvironmentDiff attribute) store_plot_svg() (ReportingService method) store_table_data() (ReportingService method) stratified (DataManager attribute) T TableData (class in brisk.reporting.report_data) tables (Experiment attribute) (FeatureDistribution attribute) test_scores (ExperimentGroup attribute) test_size (DataManager attribute) theme_from_json() (ThemePickleJSONSerializer method) theme_to_json() (ThemePickleJSONSerializer method) ThemePickleJSONSerializer (class in brisk.theme.theme_serializer) timestamp (Navbar attribute) to_markdown() (AlgorithmWrapper method) (DataManager method) TqdmLoggingHandler (class in brisk.services.logging) TrainingManager (class in brisk.training.training_manager) transform() (BasePreprocessor method), [1] (CategoricalEncodingPreprocessor method), [1] (FeatureSelectionPreprocessor method), [1] (MissingDataPreprocessor method), [1] (ScalingPreprocessor method), [1] tuned_params (Experiment attribute) U update_metrics() (EvaluationManager method) utility (BaseEvaluator property) (ServiceBundle attribute) UtilityService (class in brisk.services.utility) V VALID_FORMATS (PlotSettings attribute) VersionMatch (class in brisk.cli.environment) W Workflow (class in brisk.training.workflow) workflow() (Workflow method) workflow_attributes (Experiment property)