Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | Y _ __init__() (skrough.algorithms.meta.aggregates.AggregateMixin method) (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.StopHooksAggregate method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate method) (skrough.algorithms.meta.processing.ProcessingMultiStage method) (skrough.algorithms.meta.stage.Stage method) (skrough.feature_importance.AttrsSubsetScoreGain method) (skrough.feature_importance.ObjsAttrsSubsetScoreGain method) (skrough.predict.helpers.NoAnswerStrategyRunner method) (skrough.predict.helpers.PredictionResultPreparer method) (skrough.predict.helpers.PredictStrategyRunner method) (skrough.ranks.AttrRanks method) (skrough.structs.attrs_subset.AttrsSubset method) (skrough.structs.description_node.DescriptionNode method) (skrough.structs.disorder_score_stats.DisorderScoreStats method) (skrough.structs.group_index.GroupIndex method) (skrough.structs.objs_attrs_subset.ObjsAttrsSubset method) (skrough.structs.state.ProcessingState method) (skrough.typing.Describable method) (skrough.typing.InnerStopHook method) (skrough.typing.NoAnswerStrategyFunction method) (skrough.typing.ObjsAttrsPermutationStrategyFunction method) (skrough.typing.PredictStrategyFunction method) (skrough.typing.PrepareResultFunction method) (skrough.typing.ProcessElementsHook method) (skrough.typing.ProduceElementsHook method) (skrough.typing.StopHook method) (skrough.typing.UpdateStateHook method) A add_shuffled_attrs() (in module skrough.dataprep) aggregate_predictions() (in module skrough.predict.aggregate) AggregateMixin (class in skrough.algorithms.meta.aggregates) approx_threshold (skrough.structs.disorder_score_stats.DisorderScoreStats attribute) AttrRanks (class in skrough.ranks) attrs (skrough.structs.attrs_subset.AttrsSubset attribute) (skrough.structs.objs_attrs_subset.ObjsAttrsSubset attribute) AttrsSubset (class in skrough.structs.attrs_subset) AttrsSubsetScoreGain (class in skrough.feature_importance) autogenerate_description_node() (in module skrough.algorithms.meta.describe) B base (skrough.structs.disorder_score_stats.DisorderScoreStats attribute) C call_parallel() (skrough.algorithms.meta.processing.ProcessingMultiStage method) candidates_agg (skrough.algorithms.meta.stage.Stage attribute) ChainProcessElementsHooksAggregate (class in skrough.algorithms.meta.aggregates) check_compatibility() (in module skrough.algorithms.meta.describe) check_if_approx_reduct() (in module skrough.checks) check_if_attr_better_than_shuffled() (in module skrough.attrs_checks) check_if_below_approx_value_threshold() (in module skrough.algorithms.hooks.helpers) check_if_bireduct() (in module skrough.checks) check_if_consistent_table() (in module skrough.checks) check_if_functional_dependency() (in module skrough.checks) check_if_reduct() (in module skrough.checks) check_reference_data() (in module skrough.predict.helpers) children (skrough.structs.description_node.DescriptionNode attribute) choose_objects() (in module skrough.instances) compare_ranks() (in module skrough.ranks) compare_ranksum() (in module skrough.ranks) compress() (skrough.structs.group_index.GroupIndex method) compute_attrs_score_gains() (in module skrough.feature_importance) compute_objs_attrs_score_gains() (in module skrough.feature_importance) config (skrough.structs.state.ProcessingState attribute) CONFIG_CANDIDATES_SELECT_RANDOM_MAX_COUNT (in module skrough.algorithms.key_names) CONFIG_DISORDER_FUN (in module skrough.algorithms.key_names) config_keys (skrough.structs.description_node.DescriptionNode attribute) CONFIG_RESULT_ATTRS_MAX_COUNT (in module skrough.algorithms.key_names) CONFIG_SET_APPROX_THRESHOLD_TO_CURRENT (in module skrough.algorithms.key_names) conflicts_count() (in module skrough.disorder_measures.disorder_measures) create_empty() (skrough.structs.group_index.GroupIndex class method) create_uniform() (skrough.structs.group_index.GroupIndex class method) D Describable (class in skrough.typing) describe() (in module skrough.algorithms.meta.describe) DescriptionNode (class in skrough.structs.description_node) determine_dtype() (skrough.predict.helpers.PredictionResultPreparer method) DisorderScoreStats (class in skrough.structs.disorder_score_stats) dummy_stop_hook() (in module skrough.algorithms.hooks.stop_hooks) E entropy() (in module skrough.disorder_measures.disorder_measures) F fill_missing (skrough.predict.helpers.PredictionResultPreparer attribute) filter_agg (skrough.algorithms.meta.stage.Stage attribute) filter_hook_attrs_first_daar() (in module skrough.algorithms.hooks.filter_hooks) finalize_agg (skrough.algorithms.meta.processing.ProcessingMultiStage attribute) (skrough.algorithms.meta.stage.Stage attribute) finalize_hook_choose_objs_randomly() (in module skrough.algorithms.hooks.finalize_hooks) for_increment_attrs (skrough.structs.disorder_score_stats.DisorderScoreStats attribute) from_attrs_like() (skrough.structs.attrs_subset.AttrsSubset class method) from_data() (skrough.structs.group_index.GroupIndex class method) from_hooks() (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate class method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate class method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate class method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate class method) (skrough.algorithms.meta.aggregates.StopHooksAggregate class method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate class method) (skrough.algorithms.meta.processing.ProcessingMultiStage class method) (skrough.algorithms.meta.stage.Stage class method) from_index() (skrough.structs.group_index.GroupIndex class method) from_objs_attrs_like() (skrough.structs.objs_attrs_subset.ObjsAttrsSubset class method) from_optional() (skrough.structs.state.ProcessingState class method) from_reference_data_y() (skrough.predict.helpers.PredictionResultPreparer class method) G get_approx_reduct_daar_heuristic() (in module skrough.algorithms.reducts) get_approx_reduct_greedy_heuristic() (in module skrough.algorithms.reducts) get_approximations() (in module skrough.rough) get_attr_ranks() (in module skrough.ranks) get_attrs_permutation() (in module skrough.permutations) get_bireduct_daar_heuristic() (in module skrough.algorithms.bireducts) get_bireduct_greedy_heuristic() (in module skrough.algorithms.bireducts) get_bireduct_ordering_heuristic() (in module skrough.algorithms.bireduct_ordering) get_config_keys() (skrough.algorithms.meta.aggregates.AggregateMixin method) (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.StopHooksAggregate method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate method) (skrough.algorithms.meta.processing.ProcessingMultiStage method) (skrough.algorithms.meta.stage.Stage method) (skrough.typing.Describable method) get_description_graph() (skrough.algorithms.meta.aggregates.AggregateMixin method) (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.StopHooksAggregate method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate method) (skrough.algorithms.meta.processing.ProcessingMultiStage method) (skrough.algorithms.meta.stage.Stage method) (skrough.typing.Describable method) get_disorder_score() (skrough.structs.group_index.GroupIndex method) get_disorder_score_after_split() (skrough.structs.group_index.GroupIndex method) get_disorder_score_for_data() (in module skrough.disorder_score) get_disorder_score_stats() (in module skrough.disorder_score) get_distribution() (skrough.structs.group_index.GroupIndex method) get_feature_importance() (in module skrough.feature_importance) get_feature_importance_for_objs_attrs() (in module skrough.feature_importance) get_gamma_value() (in module skrough.rough) get_group_ids_for_reference_and_predict_data() (in module skrough.predict.helpers) get_heterogeneity() (in module skrough.homogeneity) get_homogeneity() (in module skrough.homogeneity) get_input_data_keys() (skrough.algorithms.meta.aggregates.AggregateMixin method) (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.StopHooksAggregate method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate method) (skrough.algorithms.meta.processing.ProcessingMultiStage method) (skrough.algorithms.meta.stage.Stage method) (skrough.typing.Describable method) get_lower_upper_group_ids() (in module skrough.rough) get_objs_attrs_permutation() (in module skrough.permutations) get_objs_attrs_permutation_strategy_attrs_before() (in module skrough.permutations) get_objs_attrs_permutation_strategy_mixed() (in module skrough.permutations) get_objs_attrs_permutation_strategy_objs_before() (in module skrough.permutations) get_objs_permutation() (in module skrough.permutations) get_permutation() (in module skrough.permutations) get_positions_where_values_in() (in module skrough.utils) get_positive_region() (in module skrough.rough) get_predictions_from_proba() (in module skrough.predict.helpers) get_reduct_ordering_heuristic() (in module skrough.algorithms.reduct_ordering) get_rows_nunique() (in module skrough.unique) get_uniques() (in module skrough.unique) get_uniques_and_compacted() (in module skrough.unique) get_uniques_and_positions() (in module skrough.unique) get_uniques_positions() (in module skrough.unique) get_values_keys() (skrough.algorithms.meta.aggregates.AggregateMixin method) (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate method) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate method) (skrough.algorithms.meta.aggregates.StopHooksAggregate method) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate method) (skrough.algorithms.meta.processing.ProcessingMultiStage method) (skrough.algorithms.meta.stage.Stage method) (skrough.typing.Describable method) gini_impurity() (in module skrough.disorder_measures.disorder_measures) global_gain (skrough.feature_importance.AttrsSubsetScoreGain attribute) (skrough.feature_importance.ObjsAttrsSubsetScoreGain attribute) GroupIndex (class in skrough.structs.group_index) H heterogeneous_groups_decisions_replace() (in module skrough.homogeneity) I index (skrough.structs.group_index.GroupIndex attribute) init_agg (skrough.algorithms.meta.processing.ProcessingMultiStage attribute) (skrough.algorithms.meta.stage.Stage attribute) init_hook_current_approx_threshold() (in module skrough.algorithms.hooks.init_hooks) init_hook_epsilon_approx_threshold() (in module skrough.algorithms.hooks.init_hooks) init_hook_factorize_data_x_y() (in module skrough.algorithms.hooks.init_hooks) init_hook_pass_data() (in module skrough.algorithms.hooks.init_hooks) init_hook_result_attrs_empty() (in module skrough.algorithms.hooks.init_hooks) init_hook_result_objs_empty() (in module skrough.algorithms.hooks.init_hooks) init_hook_single_group_index() (in module skrough.algorithms.hooks.init_hooks) init_multi_stage_agg (skrough.algorithms.meta.processing.ProcessingMultiStage attribute) inner_init_agg (skrough.algorithms.meta.stage.Stage attribute) inner_init_hook_consecutive_empty_iterations_count() (in module skrough.algorithms.hooks.inner_init_hooks) inner_process_agg (skrough.algorithms.meta.stage.Stage attribute) inner_process_hook_add_first_attr() (in module skrough.algorithms.hooks.inner_process_hooks) inner_process_hook_discard_first_attr_approx_threshold() (in module skrough.algorithms.hooks.inner_process_hooks) inner_stop_agg (skrough.algorithms.meta.stage.Stage attribute) inner_stop_hook_empty() (in module skrough.algorithms.hooks.inner_stop_hooks) inner_stop_hook_empty_loop_break() (in module skrough.algorithms.hooks.inner_stop_hooks) InnerStopHook (class in skrough.typing) InnerStopHooksAggregate (class in skrough.algorithms.meta.aggregates) input_data (skrough.structs.state.ProcessingState attribute) INPUT_DATA_X (in module skrough.algorithms.key_names) INPUT_DATA_X_COUNTS (in module skrough.algorithms.key_names) INPUT_DATA_Y (in module skrough.algorithms.key_names) INPUT_DATA_Y_COUNT (in module skrough.algorithms.key_names) input_keys (skrough.structs.description_node.DescriptionNode attribute) inspect_config_keys() (in module skrough.algorithms.meta.describe) inspect_input_data_keys() (in module skrough.algorithms.meta.describe) inspect_values_keys() (in module skrough.algorithms.meta.describe) L local_gain (skrough.feature_importance.ObjsAttrsSubsetScoreGain attribute) log_start_end() (in module skrough.logs) long_description (skrough.structs.description_node.DescriptionNode attribute) LoopBreak M minmax() (in module skrough.utils) module skrough skrough.algorithms skrough.algorithms.bireduct_ordering skrough.algorithms.bireducts skrough.algorithms.constants skrough.algorithms.exceptions skrough.algorithms.hooks skrough.algorithms.hooks.filter_hooks skrough.algorithms.hooks.finalize_hooks skrough.algorithms.hooks.helpers skrough.algorithms.hooks.init_hooks skrough.algorithms.hooks.inner_init_hooks skrough.algorithms.hooks.inner_process_hooks skrough.algorithms.hooks.inner_stop_hooks skrough.algorithms.hooks.pre_candidates_hooks skrough.algorithms.hooks.prepare_result_hooks skrough.algorithms.hooks.select_hooks skrough.algorithms.hooks.stop_hooks skrough.algorithms.key_names skrough.algorithms.meta skrough.algorithms.meta.aggregates skrough.algorithms.meta.describe skrough.algorithms.meta.helpers skrough.algorithms.meta.processing skrough.algorithms.meta.stage skrough.algorithms.meta.visual_block skrough.algorithms.reduct_ordering skrough.algorithms.reducts skrough.algorithms.reusables skrough.algorithms.reusables.attrs_daar skrough.algorithms.reusables.attrs_greedy skrough.algorithms.reusables.attrs_reduction skrough.algorithms.reusables.objs_choose skrough.attrs_checks skrough.checks skrough.dataprep skrough.disorder_measures skrough.disorder_measures.disorder_measures skrough.disorder_score skrough.estimators skrough.estimators.base skrough.feature_importance skrough.homogeneity skrough.instances skrough.logs skrough.permutations skrough.predict skrough.predict.aggregate skrough.predict.helpers skrough.predict.predict_attrs skrough.predict.predict_attrs_ensemble skrough.predict.predict_objs_attrs skrough.predict.predict_objs_attrs_ensemble skrough.ranks skrough.rough skrough.structs skrough.structs.attrs_subset skrough.structs.description_node skrough.structs.disorder_score_stats skrough.structs.group_index skrough.structs.objs_attrs_subset skrough.structs.state skrough.typing skrough.unify skrough.unique skrough.utils skrough.weights N n_groups (skrough.structs.group_index.GroupIndex attribute) n_objs (skrough.structs.group_index.GroupIndex property) name (skrough.structs.description_node.DescriptionNode attribute) no_answer_strategy_missing() (in module skrough.predict.helpers) no_answer_strategy_most_frequent() (in module skrough.predict.helpers) NoAnswerStrategyFunction (class in skrough.typing) NoAnswerStrategyRunner (class in skrough.predict.helpers) node_meta (skrough.structs.description_node.DescriptionNode attribute) node_name (skrough.structs.description_node.DescriptionNode attribute) normalize_sequence() (in module skrough.algorithms.meta.helpers) normalize_weights() (in module skrough.weights) normalized_hooks (skrough.algorithms.meta.aggregates.ChainProcessElementsHooksAggregate attribute) (skrough.algorithms.meta.aggregates.InnerStopHooksAggregate attribute) (skrough.algorithms.meta.aggregates.ProcessElementsHooksAggregate attribute) (skrough.algorithms.meta.aggregates.ProduceElementsHooksAggregate attribute) (skrough.algorithms.meta.aggregates.StopHooksAggregate attribute) (skrough.algorithms.meta.aggregates.UpdateStateHooksAggregate attribute) O objs (skrough.structs.objs_attrs_subset.ObjsAttrsSubset attribute) ObjsAttrsPermutationStrategyFunction (class in skrough.typing) ObjsAttrsSubset (class in skrough.structs.objs_attrs_subset) ObjsAttrsSubsetScoreGain (class in skrough.feature_importance) original (skrough.ranks.AttrRanks attribute) P pre_candidates_agg (skrough.algorithms.meta.stage.Stage attribute) pre_candidates_hook_remaining_attrs() (in module skrough.algorithms.hooks.pre_candidates_hooks) pre_candidates_hook_result_attrs() (in module skrough.algorithms.hooks.pre_candidates_hooks) predict_attrs() (in module skrough.predict.predict_attrs) predict_attrs_ensemble() (in module skrough.predict.predict_attrs_ensemble) predict_ensemble() (in module skrough.predict.helpers) predict_objs_attrs() (in module skrough.predict.predict_objs_attrs) predict_objs_attrs_ensemble() (in module skrough.predict.predict_objs_attrs_ensemble) predict_single() (in module skrough.predict.helpers) predict_strategy_majority() (in module skrough.predict.helpers) predict_strategy_original_order() (in module skrough.predict.helpers) predict_strategy_randomized_order() (in module skrough.predict.helpers) PredictionResultPreparer (class in skrough.predict.helpers) PredictStrategyFunction (class in skrough.typing) PredictStrategyRunner (class in skrough.predict.helpers) preferred_prediction_dtype (skrough.predict.helpers.PredictionResultPreparer attribute) prepare() (skrough.predict.helpers.PredictionResultPreparer method) prepare_factorized_array() (in module skrough.dataprep) prepare_factorized_data() (in module skrough.dataprep) prepare_factorized_vector() (in module skrough.dataprep) prepare_result_fun (skrough.algorithms.meta.processing.ProcessingMultiStage attribute) prepare_result_hook_attrs_subset() (in module skrough.algorithms.hooks.prepare_result_hooks) prepare_result_hook_objs_attrs_subset() (in module skrough.algorithms.hooks.prepare_result_hooks) prepare_weights() (in module skrough.weights) PrepareResultFunction (class in skrough.typing) ProcessElementsHook (class in skrough.typing) ProcessElementsHooksAggregate (class in skrough.algorithms.meta.aggregates) processing_fun (skrough.structs.state.ProcessingState attribute) ProcessingMultiStage (class in skrough.algorithms.meta.processing) ProcessingState (class in skrough.structs.state) ProduceElementsHook (class in skrough.typing) ProduceElementsHooksAggregate (class in skrough.algorithms.meta.aggregates) R raw_mode (skrough.predict.helpers.PredictionResultPreparer attribute) reference_data_y (skrough.predict.helpers.PredictionResultPreparer attribute) rng (skrough.structs.state.ProcessingState attribute) S select_agg (skrough.algorithms.meta.stage.Stage attribute) select_hook_attrs_disorder_score_based() (in module skrough.algorithms.hooks.select_hooks) short_description (skrough.structs.description_node.DescriptionNode attribute) shuffled (skrough.ranks.AttrRanks attribute) sk_visual_block() (in module skrough.algorithms.meta.visual_block) skrough module skrough.algorithms module skrough.algorithms.bireduct_ordering module skrough.algorithms.bireducts module skrough.algorithms.constants module skrough.algorithms.exceptions module skrough.algorithms.hooks module skrough.algorithms.hooks.filter_hooks module skrough.algorithms.hooks.finalize_hooks module skrough.algorithms.hooks.helpers module skrough.algorithms.hooks.init_hooks module skrough.algorithms.hooks.inner_init_hooks module skrough.algorithms.hooks.inner_process_hooks module skrough.algorithms.hooks.inner_stop_hooks module skrough.algorithms.hooks.pre_candidates_hooks module skrough.algorithms.hooks.prepare_result_hooks module skrough.algorithms.hooks.select_hooks module skrough.algorithms.hooks.stop_hooks module skrough.algorithms.key_names module skrough.algorithms.meta module skrough.algorithms.meta.aggregates module skrough.algorithms.meta.describe module skrough.algorithms.meta.helpers module skrough.algorithms.meta.processing module skrough.algorithms.meta.stage module skrough.algorithms.meta.visual_block module skrough.algorithms.reduct_ordering module skrough.algorithms.reducts module skrough.algorithms.reusables module skrough.algorithms.reusables.attrs_daar module skrough.algorithms.reusables.attrs_greedy module skrough.algorithms.reusables.attrs_reduction module skrough.algorithms.reusables.objs_choose module skrough.attrs_checks module skrough.checks module skrough.dataprep module skrough.disorder_measures module skrough.disorder_measures.disorder_measures module skrough.disorder_score module skrough.estimators module skrough.estimators.base module skrough.feature_importance module skrough.homogeneity module skrough.instances module skrough.logs module skrough.permutations module skrough.predict module skrough.predict.aggregate module skrough.predict.helpers module skrough.predict.predict_attrs module skrough.predict.predict_attrs_ensemble module skrough.predict.predict_objs_attrs module skrough.predict.predict_objs_attrs_ensemble module skrough.ranks module skrough.rough module skrough.structs module skrough.structs.attrs_subset module skrough.structs.description_node module skrough.structs.disorder_score_stats module skrough.structs.group_index module skrough.structs.objs_attrs_subset module skrough.structs.state module skrough.typing module skrough.unify module skrough.unique module skrough.utils module skrough.weights module split() (skrough.structs.group_index.GroupIndex method) Stage (class in skrough.algorithms.meta.stage) stages (skrough.algorithms.meta.processing.ProcessingMultiStage attribute) stop_agg (skrough.algorithms.meta.stage.Stage attribute) stop_hook_always_false() (in module skrough.algorithms.hooks.stop_hooks) stop_hook_always_true() (in module skrough.algorithms.hooks.stop_hooks) stop_hook_approx_threshold() (in module skrough.algorithms.hooks.stop_hooks) stop_hook_attrs_count() (in module skrough.algorithms.hooks.stop_hooks) stop_hook_empty_iterations() (in module skrough.algorithms.hooks.stop_hooks) StopHook (class in skrough.typing) StopHooksAggregate (class in skrough.algorithms.meta.aggregates) T total (skrough.structs.disorder_score_stats.DisorderScoreStats attribute) U unify_locations() (in module skrough.unify) UpdateStateHook (class in skrough.typing) UpdateStateHooksAggregate (class in skrough.algorithms.meta.aggregates) V values (skrough.structs.state.ProcessingState attribute) VALUES_DISORDER_SCORE_APPROX_THRESHOLD (in module skrough.algorithms.key_names) VALUES_DISORDER_SCORE_BASE (in module skrough.algorithms.key_names) VALUES_DISORDER_SCORE_TOTAL (in module skrough.algorithms.key_names) VALUES_GROUP_INDEX (in module skrough.algorithms.key_names) values_keys (skrough.structs.description_node.DescriptionNode attribute) VALUES_RESULT_ATTRS (in module skrough.algorithms.key_names) VALUES_RESULT_OBJS (in module skrough.algorithms.key_names) VALUES_X (in module skrough.algorithms.key_names) VALUES_X_COUNTS (in module skrough.algorithms.key_names) VALUES_Y (in module skrough.algorithms.key_names) VALUES_Y_COUNT (in module skrough.algorithms.key_names) Y y (skrough.predict.helpers.PredictionResultPreparer attribute) y_uniques (skrough.predict.helpers.PredictionResultPreparer attribute)