Index _ | A | B | C | F | G | H | K | L | M | N | P | R | S | T _ __annotate_func__ (astra.data.processing.CorrelationFilter attribute) __annotations_cache__ (astra.data.processing.CorrelationFilter attribute) __dict__ (astra.data.processing.CorrelationFilter attribute) __dir__() (astra.data.processing.CorrelationFilter method) __firstlineno__ (astra.data.processing.CorrelationFilter attribute) __getstate__() (astra.data.processing.CorrelationFilter method) __init__() (astra.data.processing.CorrelationFilter method) __init_subclass__() (astra.data.processing.CorrelationFilter class method) __module__ (astra.data.processing.CorrelationFilter attribute) __repr__() (astra.data.processing.CorrelationFilter method) __setstate__() (astra.data.processing.CorrelationFilter method) __sklearn_clone__() (astra.data.processing.CorrelationFilter method) __sklearn_tags__() (astra.data.processing.CorrelationFilter method) __static_attributes__ (astra.data.processing.CorrelationFilter attribute) __weakref__ (astra.data.processing.CorrelationFilter attribute) _cohens_d() (in module astra.model_selection) _doc_link_module (astra.data.processing.CorrelationFilter attribute) _doc_link_template (astra.data.processing.CorrelationFilter property) _doc_link_url_param_generator (astra.data.processing.CorrelationFilter attribute) _get_class_level_metadata_request_values() (astra.data.processing.CorrelationFilter class method) _get_doc_link() (astra.data.processing.CorrelationFilter method) _get_metadata_request() (astra.data.processing.CorrelationFilter method) _get_param_names() (astra.data.processing.CorrelationFilter class method) _get_params_html() (astra.data.processing.CorrelationFilter method) _html_repr() (astra.data.processing.CorrelationFilter method) _min_detectable_effect() (in module astra.model_selection) _repr_html_ (astra.data.processing.CorrelationFilter property) _repr_html_inner() (astra.data.processing.CorrelationFilter method) _repr_mimebundle_() (astra.data.processing.CorrelationFilter method) _sklearn_auto_wrap_output_keys (astra.data.processing.CorrelationFilter attribute) _validate_params() (astra.data.processing.CorrelationFilter method) A astra.benchmark module astra.cli module astra.compare module astra.data.processing module astra.metrics module astra.model_selection module astra.models.classification module astra.models.regression module astra.utils module B build_model() (in module astra.utils) C check_assumptions() (in module astra.model_selection) check_best_model() (in module astra.model_selection) check_pareto_dominant() (in module astra.model_selection) CLASSIFICATION_METRICS (in module astra.metrics) CLASSIFIER_PARAMS (in module astra.models.classification) CLASSIFIER_PARAMS_OPTUNA (in module astra.models.classification) CLASSIFIERS (in module astra.models.classification) corrected_ttest() (in module astra.model_selection) CorrelationFilter (class in astra.data.processing) F find_n_best_models() (in module astra.model_selection) fit() (astra.data.processing.CorrelationFilter method), [1] fit_transform() (astra.data.processing.CorrelationFilter method), [1] G get_best_hparams() (in module astra.model_selection) get_best_model() (in module astra.model_selection) get_CLI_parser() (in module astra.cli) get_cv_performance() (in module astra.model_selection) get_data() (in module astra.utils) get_estimator_name() (in module astra.utils) get_feature_names_out() (astra.data.processing.CorrelationFilter method), [1] get_kendalltau_score() (in module astra.metrics) get_metadata_routing() (astra.data.processing.CorrelationFilter method) get_models() (in module astra.utils) get_optimised_cv_performance() (in module astra.model_selection) get_optuna_grid() (in module astra.utils) get_params() (astra.data.processing.CorrelationFilter method) get_pearsonr_score() (in module astra.metrics) get_scores() (in module astra.utils) get_spearmanr_score() (in module astra.metrics) H HIGHER_BETTER (in module astra.metrics) K KNOWN_METRICS (in module astra.metrics) L load_config() (in module astra.utils) LOWER_BETTER (in module astra.metrics) M main() (in module astra.cli) module astra.benchmark astra.cli astra.compare astra.data.processing astra.metrics astra.model_selection astra.models.classification astra.models.regression astra.utils MULTICLASS_METRICS (in module astra.metrics) N NON_PROBABILISTIC_MODELS (in module astra.models.classification) P perform_statistical_tests() (in module astra.model_selection) print_file_console() (in module astra.utils) print_final_results() (in module astra.utils) print_performance() (in module astra.utils) R REGRESSION_METRICS (in module astra.metrics) REGRESSOR_PARAMS (in module astra.models.regression) REGRESSOR_PARAMS_OPTUNA (in module astra.models.regression) REGRESSORS (in module astra.models.regression) run() (in module astra.benchmark) (in module astra.compare) run_CV() (in module astra.model_selection) S SCORING (in module astra.metrics) set_output() (astra.data.processing.CorrelationFilter method) set_params() (astra.data.processing.CorrelationFilter method) T to_drop (astra.data.processing.CorrelationFilter attribute) transform() (astra.data.processing.CorrelationFilter method), [1] tukey_hsd() (in module astra.model_selection)