Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A A_ (endgame.calibration.PlattScaling attribute) accuracy (endgame.calibration.CalibrationReport attribute) actual_importance_ (endgame.feature_selection.NullImportanceSelector property) (endgame.preprocessing.NullImportanceSelector property) AdaBoostClassifier (class in endgame.ensemble) AdaBoostRegressor (class in endgame.ensemble) ADASYNResampler (class in endgame.preprocessing) add() (endgame.automl.GuardrailsReport method) add_interpretability_output() (endgame.benchmark.BenchmarkReportGenerator method) add_record() (endgame.benchmark.LearningCurveResults method) AdversarialFeatureSelector (class in endgame.feature_selection) (class in endgame.preprocessing) AdversarialKFold (class in endgame.validation) AdversarialValidator (class in endgame.validation) affinity_matrix_ (endgame.clustering.SpectralClusterer attribute) AffinityPropagationClusterer (class in endgame.clustering) AgglomerativeClusterer (class in endgame.clustering) aic_ (endgame.clustering.GaussianMixtureClusterer attribute) ALL_FEATURES (endgame.signal.StatisticalFeatures attribute) all_partitions_ (endgame.clustering.FINCHClusterer attribute) AllKNNUnderSampler (class in endgame.preprocessing) alpha_ (endgame.models.RuleFitRegressor attribute) analyze() (endgame.calibration.CalibrationAnalyzer method) analyze_sharpe() (in module endgame.utils) anchor (endgame.benchmark.LearningCurveRecord attribute), [1] anchors (endgame.benchmark.LearningCurveConfig attribute) anomalies_ (endgame.anomaly.GritBotDetector attribute) Anomaly (class in endgame.anomaly) anomaly_indices_ (endgame.anomaly.GritBotDetector attribute) anomaly_scores_ (endgame.anomaly.GritBotDetector attribute) AnomalyContext (class in endgame.anomaly) apply() (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) (endgame.models.ObliqueRandomForestRegressor method) (endgame.models.QuantileRegressorForest method) approximate_entropy() (in module endgame.signal) ApproximateEntropy (class in endgame.signal) ArcDiagramVisualizer (class in endgame.visualization) auc_score_ (endgame.validation.AdversarialValidator attribute) AutoAggregator (class in endgame.preprocessing) AutoARIMAForecaster (class in endgame.timeseries) AutoBalancer (class in endgame.preprocessing) AutoCluster (class in endgame.clustering) AutoETSForecaster (class in endgame.timeseries) AutoImputer (class in endgame.preprocessing) AutoMLPredictor (class in endgame.automl) AutoMLReport (class in endgame.automl) AutoSLE (class in endgame.models) AutoThetaForecaster (class in endgame.timeseries) available_algorithms (endgame.anomaly.PyODDetector property) average_interval_width() (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) average_set_size() (endgame.calibration.ConformalClassifier method) B B_ (endgame.calibration.PlattScaling attribute) backend (endgame.persistence.ModelMetadata attribute), [1] BaggingClassifier (class in endgame.ensemble) BaggingRegressor (class in endgame.ensemble) band_names (endgame.signal.FilterBank property) BandPowerExtractor (class in endgame.signal) BarChartVisualizer (class in endgame.visualization) BARTClassifier (class in endgame.models) BARTRegressor (class in endgame.models) base_estimator_ (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.semi_supervised.SelfTrainingRegressor attribute) base_estimators_ (endgame.ensemble.BlendingEnsemble attribute) (endgame.ensemble.StackingEnsemble attribute) (endgame.ensemble.SuperLearner attribute) base_value (endgame.explain.Explanation attribute), [1] BaseExplainer (class in endgame.explain) BaseFeatureExtractor (class in endgame.signal) BaseForecaster (class in endgame.timeseries) BasePredictor (class in endgame.automl) BaseSearchStrategy (class in endgame.automl) BaseSignalTransformer (class in endgame.signal) BaseVisualizer (class in endgame.visualization) basis_functions_ (endgame.models.MARSClassifier property) (endgame.models.MARSRegressor attribute) BayesianDiscretizer (class in endgame.preprocessing) BayesianModelAveraging (class in endgame.ensemble) begin_stage() (endgame.automl.TimeBudgetManager method) BenchmarkConfig (class in endgame.benchmark) BenchmarkReportGenerator (class in endgame.benchmark) BenchmarkRunner (class in endgame.benchmark) best_complexity_ (endgame.models.SymbolicRegressor attribute) best_equation_ (endgame.models.SymbolicRegressor attribute) best_estimator_ (endgame.tune.OptunaOptimizer attribute) best_fitness_ (endgame.models.EvolutionaryTreeClassifier attribute) (endgame.models.EvolutionaryTreeRegressor attribute) best_iteration_ (endgame.models.GBDTWrapper attribute) (endgame.models.GBDTWrapper property) best_loss_ (endgame.models.SymbolicRegressor attribute) best_model (endgame.automl.FitSummary attribute), [1] (endgame.automl.PipelineResult attribute), [1] (endgame.quick.ComparisonResult attribute), [1] best_params (endgame.validation.NestedCVResult attribute), [1] best_params_ (endgame.tune.OptunaOptimizer attribute) best_result_ (endgame.automl.BaseSearchStrategy attribute) best_score (endgame.automl.FitSummary attribute), [1] best_score_ (endgame.ensemble.HillClimbingEnsemble attribute) (endgame.ensemble.OptimizedBlender attribute) (endgame.ensemble.ThresholdOptimizer attribute) (endgame.feature_selection.GeneticSelector attribute) (endgame.tune.OptunaOptimizer attribute) BetaCalibration (class in endgame.calibration) biases_ (endgame.models.ELMClassifier attribute) bic_ (endgame.clustering.GaussianMixtureClusterer attribute) bin_accuracies (endgame.calibration.CalibrationReport attribute) bin_calibrations_ (endgame.calibration.HistogramBinning attribute) bin_confidences (endgame.calibration.CalibrationReport attribute) bin_counts (endgame.calibration.CalibrationReport attribute) bin_edges (endgame.calibration.CalibrationReport attribute) bin_edges_ (endgame.calibration.HistogramBinning attribute) (endgame.preprocessing.BayesianDiscretizer attribute) BIRCHClusterer (class in endgame.clustering) blend() (endgame.ensemble.RankAverageBlender method) BlendingEnsemble (class in endgame.ensemble) BlockedTimeSeriesSplit (class in endgame.timeseries) bootstrap_results_ (endgame.feature_selection.StabilitySelector attribute) BORDA_COUNT (endgame.benchmark.RankingMethod attribute) BorderlineSMOTEResampler (class in endgame.preprocessing) BorutaSelector (class in endgame.feature_selection) Box (class in endgame.models) boxes (endgame.models.PRIMResult attribute), [1] boxes_ (endgame.models.PRIMClassifier property) (endgame.models.PRIMRegressor attribute) BoxPlotVisualizer (class in endgame.visualization) brier_score (endgame.calibration.CalibrationReport attribute) brier_score_decomposition() (in module endgame.calibration) BumpChartVisualizer (class in endgame.visualization) BurstSuppressionFeatures (class in endgame.signal) ButterworthFilter (class in endgame.signal) C C50Classifier (class in endgame.models) C50Ensemble (class in endgame.models) cache_meta_features (endgame.benchmark.BenchmarkConfig attribute), [1] cal_labels_ (endgame.calibration.VennABERS attribute) cal_scores_ (endgame.calibration.VennABERS attribute) calibrate (endgame.automl.PresetConfig attribute), [1] CalibratedEqOdds (class in endgame.fairness) calibration_by_group() (in module endgame.fairness) CalibrationAnalyzer (class in endgame.calibration) CalibrationPlotVisualizer (class in endgame.visualization) CalibrationReport (class in endgame.calibration) CascadeEnsemble (class in endgame.ensemble) case_idx (endgame.anomaly.Anomaly attribute) CatBoostEncoder (class in endgame.preprocessing) CatBoostWrapper (class in endgame.models) categorical_indicator (endgame.benchmark.DatasetInfo attribute), [1] category (endgame.automl.DataQualityWarning attribute), [1] centers_ (endgame.clustering.DensityPeaksClusterer attribute) CESForecaster (class in endgame.timeseries) check_cv_lb_correlation() (in module endgame.validation) check_drift() (endgame.validation.AdversarialValidator method) Chi2Selector (class in endgame.feature_selection) children_ (endgame.clustering.AgglomerativeClusterer attribute) ChordDiagramVisualizer (class in endgame.visualization) class_distribution (endgame.benchmark.DatasetInfo attribute), [1] class_log_prior_ (endgame.models.NaiveBayesClassifier property) class_path (endgame.automl.ModelInfo attribute), [1] class_prior_ (endgame.models.NeuralKDBClassifier attribute) (endgame.models.TANClassifier attribute) classes_ (endgame.automl.AutoMLPredictor property) (endgame.automl.BasePredictor attribute) (endgame.automl.TabularPredictor attribute) (endgame.calibration.ConformalClassifier attribute) (endgame.ensemble.AdaBoostClassifier attribute) (endgame.ensemble.BaggingClassifier attribute) (endgame.ensemble.BlendingEnsemble attribute) (endgame.ensemble.CascadeEnsemble attribute) (endgame.ensemble.ClassifierChain attribute) (endgame.ensemble.MultiOutputClassifier attribute) (endgame.ensemble.VotingClassifier attribute) (endgame.fairness.ExponentiatedGradient attribute) (endgame.models.BARTClassifier attribute) (endgame.models.C50Classifier attribute) (endgame.models.C50Ensemble attribute) (endgame.models.EBMClassifier attribute) (endgame.models.ELMClassifier attribute) (endgame.models.EmbeddingMLPClassifier attribute) (endgame.models.EvolutionaryTreeClassifier attribute) (endgame.models.FTTransformerClassifier attribute) (endgame.models.FURIAClassifier attribute) (endgame.models.GPClassifier attribute) (endgame.models.KNNClassifier attribute) (endgame.models.LDAClassifier attribute) (endgame.models.LinearClassifier attribute) (endgame.models.MARSClassifier attribute) (endgame.models.MLPClassifier attribute) (endgame.models.ModernNCAClassifier attribute) (endgame.models.NaiveBayesClassifier attribute) (endgame.models.NAMClassifier attribute) (endgame.models.NGBoostClassifier attribute) (endgame.models.NODEClassifier attribute) (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.OrdinalClassifier attribute) (endgame.models.QDAClassifier attribute) (endgame.models.RDAClassifier attribute) (endgame.models.RuleFitClassifier attribute) (endgame.models.SAINTClassifier attribute) (endgame.models.SVMClassifier attribute) (endgame.models.SymbolicClassifier attribute) (endgame.models.TabNetClassifier attribute) (endgame.persistence.ModelMetadata attribute), [1] (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.timeseries.RocketClassifier attribute) ClassificationReport (class in endgame.visualization) classifier_ (endgame.timeseries.RocketClassifier attribute) ClassifierChain (class in endgame.ensemble) classify() (in module endgame.quick) clean() (endgame.preprocessing.ConfidentLearningFilter method) (endgame.preprocessing.ConsensusFilter method) (endgame.preprocessing.CrossValNoiseDetector method) clear() (endgame.benchmark.ExperimentTracker method) cluster_assignments_ (endgame.models.AutoSLE attribute) cluster_centers_ (endgame.clustering.AffinityPropagationClusterer attribute) (endgame.clustering.FuzzyCMeansClusterer attribute) (endgame.clustering.KMeansClusterer attribute) (endgame.clustering.KStarMeansClusterer attribute) (endgame.clustering.MeanShiftClusterer attribute) (endgame.clustering.MiniBatchKMeansClusterer attribute) cluster_centers_indices_ (endgame.clustering.AffinityPropagationClusterer attribute) ClusterCentroidsUnderSampler (class in endgame.preprocessing) clusterer_ (endgame.clustering.AutoCluster attribute) coef_ (endgame.ensemble.SuperLearner attribute) (endgame.models.LDAClassifier attribute) (endgame.models.LDAClassifier property) (endgame.models.LinearClassifier attribute) (endgame.models.LinearClassifier property) (endgame.models.LinearRegressor attribute) (endgame.models.LinearRegressor property) (endgame.models.MARSRegressor attribute) (endgame.models.OrdinalClassifier attribute) (endgame.models.OrdinalClassifier property) (endgame.models.RuleFitRegressor attribute) coeff_lengths_ (endgame.signal.DWTTransformer attribute) coherence() (in module endgame.signal) CoherenceFeatureExtractor (class in endgame.signal) column_types_ (endgame.automl.DataLoader attribute) CombinatorialPurgedKFold (class in endgame.validation) compare() (in module endgame.quick) compare_calibrations() (endgame.calibration.CalibrationAnalyzer method) compare_models() (endgame.benchmark.ResultsAnalyzer method) (in module endgame.benchmark) ComparisonResult (class in endgame.quick) competition_metric() (in module endgame.utils) ComplexityFeatureExtractor (class in endgame.signal) components_ (endgame.dimensionality_reduction.PCAReducer attribute) compression (endgame.persistence.ModelMetadata attribute), [1] compression_report() (endgame.ensemble.KnowledgeDistiller method) compute_aulc() (endgame.benchmark.LearningCurveResults method) compute_band_power() (in module endgame.signal) compute_cwt() (in module endgame.signal) compute_dwt() (in module endgame.signal) compute_energy() (in module endgame.signal) compute_hjorth() (in module endgame.signal) compute_line_length() (in module endgame.signal) compute_metrics() (endgame.fairness.FairnessReport method) compute_psd() (in module endgame.signal) compute_rms() (in module endgame.signal) compute_variable_importance() (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) CondensedNearestNeighbour (class in endgame.preprocessing) conditionals_ (endgame.models.NeuralKDBClassifier attribute) conditions (endgame.anomaly.AnomalyContext attribute) (endgame.models.FuzzyRule attribute) confident_joint_ (endgame.preprocessing.ConfidentLearningFilter attribute) ConfidentLearningFilter (class in endgame.preprocessing) config (endgame.automl.SearchResult attribute), [1] (endgame.benchmark.LearningCurveResults attribute), [1] config_hash (endgame.benchmark.ExperimentRecord attribute) config_id (endgame.automl.PipelineConfig attribute), [1] ConformalClassifier (class in endgame.calibration) ConformalRegressor (class in endgame.calibration) conformity_scores_ (endgame.calibration.ConformalClassifier attribute) (endgame.calibration.ConformalRegressor attribute) (endgame.calibration.ConformizedQuantileRegressor attribute) ConformizedQuantileRegressor (class in endgame.calibration) ConfusionMatrixVisualizer (class in endgame.visualization) ConnectivityFeatureExtractor (class in endgame.signal) ConsensusFilter (class in endgame.preprocessing) consequent (endgame.models.FuzzyRule attribute) ConsoleLogger (class in endgame.tracking) constraint_violations (endgame.automl.AutoMLReport attribute), [1] contains() (endgame.models.Box method) context (endgame.anomaly.Anomaly attribute) core_sample_indices_ (endgame.clustering.DBSCANClusterer attribute) correlation_matrix_ (endgame.feature_selection.CorrelationSelector attribute) CorrelationSelector (class in endgame.feature_selection) count_zero_crossings() (in module endgame.signal) CounterfactualExplainer (class in endgame.explain) CovarianceEstimator (class in endgame.signal) covariances_ (endgame.clustering.GaussianMixtureClusterer attribute) coverage (endgame.models.Box attribute), [1] coverage() (in module endgame.timeseries) coverage_score() (endgame.calibration.ConformalClassifier method) (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) covers() (endgame.models.FuzzyRule method) cpts_ (endgame.models.EBMCClassifier attribute) (endgame.models.TANClassifier attribute) create_detector_ensemble() (in module endgame.anomaly) create_server() (in module endgame.mcp) created_at (endgame.persistence.ModelMetadata attribute), [1] cross_correlation() (in module endgame.signal) cross_validate_oof() (in module endgame.validation) CrossValNoiseDetector (class in endgame.preprocessing) CSP (class in endgame.signal) CTGANResampler (class in endgame.preprocessing) CubistRegressor (class in endgame.models) current_score_ (endgame.models.EBMCClassifier attribute) cv_folds (endgame.automl.PresetConfig attribute), [1] (endgame.benchmark.BenchmarkConfig attribute), [1] (endgame.benchmark.LearningCurveConfig attribute) cv_results_ (endgame.models.RuleFitRegressor attribute) cv_score (endgame.automl.FitSummary attribute), [1] (endgame.quick.QuickResult attribute), [1] cv_scores (endgame.benchmark.ExperimentRecord attribute), [1] cv_scores_ (endgame.ensemble.SuperLearner attribute) cv_splits (endgame.benchmark.DatasetInfo attribute), [1] CVSMOTEResampler (class in endgame.preprocessing) CWTTransformer (class in endgame.signal) D DataLoader (class in endgame.automl) DataQualityWarning (class in endgame.automl) dataset_id (endgame.benchmark.ExperimentRecord attribute), [1] dataset_name (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] DatasetInfo (class in endgame.benchmark) datasets (endgame.benchmark.BenchmarkRunner property) DBSCANClusterer (class in endgame.clustering) decision_function() (endgame.anomaly.GritBotDetector method) (endgame.anomaly.IsolationForestDetector method) (endgame.anomaly.LocalOutlierFactorDetector method) (endgame.anomaly.PyODDetector method) (endgame.models.EBMClassifier method) (endgame.models.LDAClassifier method) (endgame.models.LinearClassifier method) (endgame.models.QDAClassifier method) (endgame.models.RDAClassifier method) (endgame.models.SVMClassifier method) (endgame.semi_supervised.SelfTrainingClassifier method) decision_path() (endgame.models.ObliqueDecisionTreeClassifier method) decode() (endgame.dimensionality_reduction.VAEReducer method) DEFAULT_BANDS (endgame.signal.BandPowerExtractor attribute) (endgame.signal.CoherenceFeatureExtractor attribute) (endgame.signal.ConnectivityFeatureExtractor attribute) (endgame.signal.PLVFeatureExtractor attribute) DEFAULT_FEATURES (endgame.signal.WaveletFeatureExtractor attribute) default_params (endgame.automl.ModelInfo attribute), [1] DEFAULT_STAGES (endgame.automl.PipelineOrchestrator attribute) default_time_limit (endgame.automl.PresetConfig attribute), [1] deflated_sharpe (endgame.utils.SharpeAnalysis attribute), [1] deflated_sharpe_ratio() (in module endgame.utils) delta_ (endgame.clustering.DensityPeaksClusterer attribute) demographic_parity() (in module endgame.fairness) DenoisingAutoEncoder (class in endgame.preprocessing) density (endgame.models.Box attribute), [1] DensityPeaksClusterer (class in endgame.clustering) dependencies (endgame.persistence.ModelMetadata attribute), [1] DeploymentConstraints (class in endgame.automl) description (endgame.automl.PresetConfig attribute), [1] details (endgame.automl.DataQualityWarning attribute), [1] detect_bursts() (in module endgame.signal) detect_spikes() (in module endgame.signal) detect_suppressions() (in module endgame.signal) detrended_fluctuation() (in module endgame.signal) df (endgame.benchmark.ResultsAnalyzer property) DFA (class in endgame.signal) discrete_features_ (endgame.preprocessing.BayesianDiscretizer attribute) disparate_impact() (in module endgame.fairness) display() (endgame.automl.AutoMLReport method) display_model() (endgame.automl.TabularPredictor method) (in module endgame.automl) display_models() (endgame.automl.TabularPredictor method) (in module endgame.automl) display_name (endgame.automl.ModelInfo attribute), [1] distances_ (endgame.clustering.AgglomerativeClusterer attribute) diversity_ (endgame.ensemble.NegativeCorrelationEnsemble attribute) DLinearForecaster (class in endgame.timeseries) domain_ (endgame.automl.AutoMLPredictor attribute) DonutChartVisualizer (class in endgame.visualization) DotMatrixVisualizer (class in endgame.visualization) dpss_ (endgame.signal.MultitaperPSD attribute) drifted_features_ (endgame.validation.AdversarialValidator attribute) DriftForecaster (class in endgame.timeseries) DumbbellChartVisualizer (class in endgame.visualization) duration (endgame.automl.StageResult attribute), [1] DWTTransformer (class in endgame.signal) E EBMCClassifier (class in endgame.models) EBMClassifier (class in endgame.models) EBMRegressor (class in endgame.models) ece (endgame.calibration.CalibrationReport attribute) edge_confidence_ (endgame.models.AutoSLE attribute) EditedNearestNeighbours (class in endgame.preprocessing) eigenvalues_ (endgame.signal.CSP attribute) (endgame.signal.MultitaperPSD attribute) elapsed() (endgame.automl.TimeBudgetManager method) ELMClassifier (class in endgame.models) ELMRegressor (class in endgame.models) embedding_ (endgame.dimensionality_reduction.UMAPReducer attribute) embedding_dim_ (endgame.preprocessing.DenoisingAutoEncoder attribute) EmbeddingMLPClassifier (class in endgame.models) EmbeddingMLPRegressor (class in endgame.models) end_run() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) end_stage() (endgame.automl.TimeBudgetManager method) endgame.anomaly module endgame.automl module endgame.benchmark module endgame.calibration module endgame.clustering module endgame.dimensionality_reduction module endgame.ensemble module endgame.explain module endgame.fairness module endgame.feature_selection module endgame.mcp module endgame.models module endgame.persistence module endgame.preprocessing module endgame.quick module endgame.semi_supervised module endgame.signal module endgame.timeseries module endgame.tracking module endgame.tune module endgame.utils module endgame.validation module endgame.visualization module endgame_version (endgame.persistence.ModelMetadata attribute), [1] ensemble (endgame.automl.PipelineResult attribute), [1] ensemble_method (endgame.automl.PresetConfig attribute), [1] ensemble_weight (endgame.automl.PipelineConfig attribute), [1] EntropyFeatureExtractor (class in endgame.signal) equalized_odds() (in module endgame.fairness) equations_ (endgame.models.SymbolicRegressor attribute) error (endgame.automl.SearchResult attribute), [1] (endgame.automl.StageResult attribute), [1] error_message (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] ErrorBarsVisualizer (class in endgame.visualization) errors (endgame.benchmark.MetaFeatureSet attribute), [1] ESKDBClassifier (class in endgame.models) estimate_n_independent_trials() (in module endgame.utils) estimate_remaining_iterations() (endgame.automl.TimeBudgetManager method) estimator_ (endgame.calibration.ConformalClassifier attribute) (endgame.calibration.ConformalRegressor attribute) (endgame.calibration.VennABERS attribute) (endgame.feature_selection.RFESelector attribute) estimator_errors_ (endgame.ensemble.AdaBoostClassifier attribute) (endgame.ensemble.AdaBoostRegressor attribute) estimator_features_ (endgame.ensemble.BaggingClassifier attribute) (endgame.ensemble.BaggingRegressor attribute) estimator_weights_ (endgame.ensemble.AdaBoostClassifier attribute) (endgame.ensemble.AdaBoostRegressor attribute) (endgame.models.C50Ensemble attribute) estimators_ (endgame.ensemble.AdaBoostClassifier attribute) (endgame.ensemble.AdaBoostRegressor attribute) (endgame.ensemble.BaggingClassifier attribute) (endgame.ensemble.BaggingRegressor attribute) (endgame.ensemble.BayesianModelAveraging attribute) (endgame.ensemble.ClassifierChain attribute) (endgame.ensemble.MultiOutputClassifier attribute) (endgame.ensemble.MultiOutputRegressor attribute) (endgame.ensemble.NegativeCorrelationEnsemble attribute) (endgame.ensemble.RegressorChain attribute) (endgame.ensemble.VotingClassifier attribute) (endgame.ensemble.VotingRegressor attribute) (endgame.models.C50Ensemble attribute) (endgame.models.ESKDBClassifier attribute) (endgame.models.ObliqueRandomForestRegressor attribute) (endgame.models.QuantileRegressorForest attribute) evaluate() (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) (endgame.validation.NestedCV method) EvolutionaryTreeClassifier (class in endgame.models) EvolutionaryTreeRegressor (class in endgame.models) execute() (endgame.automl.QualityGuardrailsExecutor method) ExpandingWindowCV (class in endgame.timeseries) expected_calibration_error() (in module endgame.calibration) expected_max_sharpe (endgame.utils.SharpeAnalysis attribute), [1] expected_max_sharpe() (in module endgame.utils) expected_value (endgame.anomaly.Anomaly attribute) experiment_id (endgame.benchmark.ExperimentRecord attribute), [1] ExperimentLogger (class in endgame.tracking) ExperimentRecord (class in endgame.benchmark) ExperimentTracker (class in endgame.benchmark) explain() (endgame.automl.TabularPredictor method) (endgame.explain.BaseExplainer method) (endgame.explain.CounterfactualExplainer method) (endgame.explain.FeatureInteraction method) (endgame.explain.LIMEExplainer method) (endgame.explain.PartialDependence method) (endgame.explain.SHAPExplainer method) (in module endgame.explain) explain_interaction() (endgame.explain.SHAPExplainer method) explained_variance_ratio_ (endgame.dimensionality_reduction.PCAReducer attribute) Explanation (class in endgame.explain) ExponentialSmoothingForecaster (class in endgame.timeseries) ExponentiatedGradient (class in endgame.fairness) export_onnx() (in module endgame.persistence) extract_interpretability_outputs() (in module endgame.benchmark) extraction_time (endgame.benchmark.MetaFeatureSet attribute), [1] F FairnessReport (class in endgame.fairness) family (endgame.automl.ModelInfo attribute), [1] feature_engineering (endgame.automl.PipelineConfig attribute), [1] (endgame.automl.PresetConfig attribute), [1] feature_idx (endgame.anomaly.Anomaly attribute) (endgame.models.FuzzyCondition attribute) feature_importance() (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) feature_importances (endgame.automl.AutoMLReport attribute), [1] (endgame.automl.SearchResult attribute), [1] (endgame.quick.QuickResult attribute), [1] feature_importances_ (endgame.ensemble.AdaBoostClassifier attribute) (endgame.ensemble.AdaBoostClassifier property) (endgame.ensemble.AdaBoostRegressor attribute) (endgame.ensemble.AdaBoostRegressor property) (endgame.ensemble.BaggingClassifier property) (endgame.ensemble.BaggingRegressor property) (endgame.ensemble.KnowledgeDistiller property) (endgame.ensemble.MultiOutputRegressor property) (endgame.ensemble.NegativeCorrelationEnsemble property) (endgame.ensemble.RegressorChain property) (endgame.feature_selection.AdversarialFeatureSelector property) (endgame.feature_selection.BorutaSelector attribute) (endgame.feature_selection.PermutationSelector attribute) (endgame.feature_selection.ReliefFSelector attribute) (endgame.feature_selection.SHAPSelector attribute) (endgame.feature_selection.TreeImportanceSelector attribute) (endgame.models.BARTClassifier property) (endgame.models.BARTRegressor property) (endgame.models.C50Classifier attribute) (endgame.models.C50Classifier property) (endgame.models.CubistRegressor attribute) (endgame.models.CubistRegressor property) (endgame.models.ESKDBClassifier attribute) (endgame.models.EvolutionaryTreeClassifier property) (endgame.models.EvolutionaryTreeRegressor property) (endgame.models.FURIAClassifier property) (endgame.models.GBDTWrapper attribute) (endgame.models.GBDTWrapper property) (endgame.models.LinearClassifier property) (endgame.models.LinearRegressor property) (endgame.models.NAMClassifier attribute) (endgame.models.NAMRegressor attribute) (endgame.models.NGBoostClassifier attribute) (endgame.models.NGBoostClassifier property) (endgame.models.NGBoostRegressor attribute) (endgame.models.NGBoostRegressor property) (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.ObliqueDecisionTreeRegressor attribute) (endgame.models.ObliqueRandomForestRegressor attribute) (endgame.models.QuantileRegressorForest attribute) (endgame.models.RuleFitRegressor attribute) (endgame.models.SymbolicClassifier property) (endgame.models.SymbolicRegressor property) (endgame.models.TabNetClassifier attribute) (endgame.models.TabNetRegressor attribute) (endgame.models.TANClassifier attribute) (endgame.preprocessing.AdversarialFeatureSelector property) (endgame.preprocessing.TargetQuantileTransformer attribute) (endgame.preprocessing.TargetQuantileTransformer property) (endgame.preprocessing.TargetTransformer attribute) (endgame.preprocessing.TargetTransformer property) (endgame.validation.AdversarialValidator attribute) feature_log_prob_ (endgame.models.NaiveBayesClassifier property) feature_name (endgame.models.FuzzyCondition attribute) feature_names (endgame.benchmark.DatasetInfo attribute), [1] (endgame.explain.Explanation attribute), [1] feature_names_ (endgame.automl.AutoMLPredictor property) (endgame.automl.BasePredictor attribute) (endgame.automl.TabularPredictor attribute) (endgame.models.FURIAClassifier attribute) (endgame.signal.BandPowerExtractor attribute) (endgame.signal.HjorthParameters attribute) (endgame.signal.PeakFeatures attribute) (endgame.signal.SpectralFeatureExtractor attribute) (endgame.signal.StatisticalFeatures attribute) (endgame.signal.TangentSpace attribute) (endgame.signal.TimeDomainFeatures attribute) (endgame.signal.WaveletFeatureExtractor attribute) (endgame.signal.ZeroCrossingFeatures attribute) feature_names_in_ (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) (endgame.models.MARSRegressor attribute) (endgame.models.PRIMClassifier property) (endgame.models.PRIMRegressor attribute) (endgame.models.RuleFitRegressor attribute) (endgame.models.SymbolicRegressor attribute) (endgame.persistence.ModelMetadata attribute), [1] (endgame.preprocessing.BayesianDiscretizer attribute) feature_settings_ (endgame.timeseries.TSFreshFeatureExtractor attribute) feature_types_in_ (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) FeatureInteraction (class in endgame.explain) features (endgame.benchmark.MetaFeatureSet attribute), [1] features_to_drop_ (endgame.feature_selection.AdversarialFeatureSelector property) (endgame.feature_selection.CorrelationSelector attribute) (endgame.preprocessing.AdversarialFeatureSelector property) FFTTransformer (class in endgame.signal) filter_existing() (endgame.benchmark.ExperimentTracker method) FilterBank (class in endgame.signal) FilterBankCSP (class in endgame.signal) filters_ (endgame.signal.CSP attribute) FINCHClusterer (class in endgame.clustering) FIRFilter (class in endgame.signal) firing_strength() (endgame.models.FuzzyRule method) fit() (endgame.anomaly.GritBotDetector method) (endgame.anomaly.IsolationForestDetector method) (endgame.anomaly.LocalOutlierFactorDetector method) (endgame.anomaly.PyODDetector method) (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.benchmark.MetaLearner method) (endgame.benchmark.PipelineRecommender method) (endgame.calibration.BetaCalibration method) (endgame.calibration.ConformalClassifier method) (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) (endgame.calibration.HistogramBinning method) (endgame.calibration.IsotonicCalibration method) (endgame.calibration.PlattScaling method) (endgame.calibration.TemperatureScaling method) (endgame.calibration.VennABERS method) (endgame.clustering.AffinityPropagationClusterer method) (endgame.clustering.AgglomerativeClusterer method) (endgame.clustering.AutoCluster method) (endgame.clustering.BIRCHClusterer method) (endgame.clustering.DBSCANClusterer method) (endgame.clustering.DensityPeaksClusterer method) (endgame.clustering.FINCHClusterer method) (endgame.clustering.FuzzyCMeansClusterer method) (endgame.clustering.GaussianMixtureClusterer method) (endgame.clustering.GenieClusterer method) (endgame.clustering.HDBSCANClusterer method) (endgame.clustering.KMeansClusterer method) (endgame.clustering.KStarMeansClusterer method) (endgame.clustering.MeanShiftClusterer method) (endgame.clustering.MiniBatchKMeansClusterer method) (endgame.clustering.OPTICSClusterer method) (endgame.clustering.SpectralClusterer method) (endgame.dimensionality_reduction.ICAReducer method) (endgame.dimensionality_reduction.KernelPCAReducer method) (endgame.dimensionality_reduction.PaCMAPReducer method) (endgame.dimensionality_reduction.ParametricUMAP method) (endgame.dimensionality_reduction.PCAReducer method) (endgame.dimensionality_reduction.PHATEReducer method) (endgame.dimensionality_reduction.RandomizedPCA method) (endgame.dimensionality_reduction.TriMAPReducer method) (endgame.dimensionality_reduction.TruncatedSVDReducer method) (endgame.dimensionality_reduction.UMAPReducer method) (endgame.dimensionality_reduction.VAEReducer method) (endgame.ensemble.AdaBoostClassifier method) (endgame.ensemble.AdaBoostRegressor method) (endgame.ensemble.BaggingClassifier method) (endgame.ensemble.BaggingRegressor method) (endgame.ensemble.BayesianModelAveraging method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.CascadeEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.HillClimbingEnsemble method) (endgame.ensemble.KnowledgeDistiller method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.MultiOutputRegressor method) (endgame.ensemble.NegativeCorrelationEnsemble method) (endgame.ensemble.OptimizedBlender method) (endgame.ensemble.PowerBlender method) (endgame.ensemble.RankAverageBlender method) (endgame.ensemble.RegressorChain method) (endgame.ensemble.SnapshotEnsemble method) (endgame.ensemble.StackingEnsemble method) (endgame.ensemble.SuperLearner method) (endgame.ensemble.ThresholdOptimizer method) (endgame.ensemble.VotingClassifier method) (endgame.ensemble.VotingRegressor method) (endgame.fairness.CalibratedEqOdds method) (endgame.fairness.ExponentiatedGradient method) (endgame.fairness.ReweighingPreprocessor method) (endgame.feature_selection.AdversarialFeatureSelector method) (endgame.feature_selection.BorutaSelector method) (endgame.feature_selection.CorrelationSelector method) (endgame.feature_selection.GeneticSelector method) (endgame.feature_selection.KnockoffSelector method) (endgame.feature_selection.MRMRSelector method) (endgame.feature_selection.NullImportanceSelector method) (endgame.feature_selection.PermutationSelector method) (endgame.feature_selection.ReliefFSelector method) (endgame.feature_selection.RFESelector method) (endgame.feature_selection.SequentialSelector method) (endgame.feature_selection.SHAPSelector method) (endgame.feature_selection.StabilitySelector method) (endgame.feature_selection.TreeImportanceSelector method) (endgame.feature_selection.UnivariateSelector method) (endgame.models.BARTClassifier method) (endgame.models.BARTRegressor method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.CubistRegressor method) (endgame.models.EBMClassifier method) (endgame.models.EBMRegressor method) (endgame.models.ELMClassifier method) (endgame.models.ELMRegressor method) (endgame.models.EmbeddingMLPClassifier method) (endgame.models.EmbeddingMLPRegressor method) (endgame.models.ESKDBClassifier method) (endgame.models.EvolutionaryTreeClassifier method) (endgame.models.EvolutionaryTreeRegressor method) (endgame.models.FTTransformerClassifier method) (endgame.models.FTTransformerRegressor method) (endgame.models.FURIAClassifier method) (endgame.models.GBDTWrapper method) (endgame.models.GPClassifier method) (endgame.models.GPRegressor method) (endgame.models.KNNClassifier method) (endgame.models.KNNRegressor method) (endgame.models.LDAClassifier method) (endgame.models.LinearClassifier method) (endgame.models.LinearRegressor method) (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) (endgame.models.MLPClassifier method) (endgame.models.MLPRegressor method) (endgame.models.ModernNCAClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) (endgame.models.NEATClassifier method) (endgame.models.NEATRegressor method) (endgame.models.NeuralKDBClassifier method) (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) (endgame.models.NODEClassifier method) (endgame.models.NODERegressor method) (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) (endgame.models.ObliqueRandomForestRegressor method) (endgame.models.OrdinalClassifier method) (endgame.models.PRIMClassifier method) (endgame.models.PRIMRegressor method) (endgame.models.QDAClassifier method) (endgame.models.QuantileRegressorForest method) (endgame.models.RDAClassifier method) (endgame.models.RotationForestClassifier method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.models.SAINTClassifier method) (endgame.models.SAINTRegressor method) (endgame.models.SVMClassifier method) (endgame.models.SVMRegressor method) (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) (endgame.models.TabNetClassifier method) (endgame.models.TabNetRegressor method) (endgame.models.TensorNEATClassifier method) (endgame.models.TensorNEATRegressor method) (endgame.preprocessing.ADASYNResampler method) (endgame.preprocessing.AdversarialFeatureSelector method) (endgame.preprocessing.AllKNNUnderSampler method) (endgame.preprocessing.AutoAggregator method) (endgame.preprocessing.AutoBalancer method) (endgame.preprocessing.AutoImputer method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.preprocessing.BorderlineSMOTEResampler method) (endgame.preprocessing.CatBoostEncoder method) (endgame.preprocessing.ClusterCentroidsUnderSampler method) (endgame.preprocessing.CondensedNearestNeighbour method) (endgame.preprocessing.ConfidentLearningFilter method) (endgame.preprocessing.ConsensusFilter method) (endgame.preprocessing.CrossValNoiseDetector method) (endgame.preprocessing.CTGANResampler method) (endgame.preprocessing.CVSMOTEResampler method) (endgame.preprocessing.DenoisingAutoEncoder method) (endgame.preprocessing.EditedNearestNeighbours method) (endgame.preprocessing.ForestFlowResampler method) (endgame.preprocessing.FrequencyEncoder method) (endgame.preprocessing.GReaTResampler method) (endgame.preprocessing.IndicatorImputer method) (endgame.preprocessing.InstanceHardnessThresholdSampler method) (endgame.preprocessing.InteractionFeatures method) (endgame.preprocessing.KMeansSMOTEResampler method) (endgame.preprocessing.KNNImputer method) (endgame.preprocessing.LagFeatures method) (endgame.preprocessing.LeaveOneOutEncoder method) (endgame.preprocessing.MICEImputer method) (endgame.preprocessing.MissForestImputer method) (endgame.preprocessing.MultivariateGaussianSMOTE method) (endgame.preprocessing.NearMissUnderSampler method) (endgame.preprocessing.NeighbourhoodCleaningRule method) (endgame.preprocessing.NullImportanceSelector method) (endgame.preprocessing.OneSidedSelectionUnderSampler method) (endgame.preprocessing.OverlapRegionDetector method) (endgame.preprocessing.PermutationImportanceSelector method) (endgame.preprocessing.RandomOverSampler method) (endgame.preprocessing.RandomUnderSampler method) (endgame.preprocessing.RankFeatures method) (endgame.preprocessing.RollingFeatures method) (endgame.preprocessing.SafeTargetEncoder method) (endgame.preprocessing.SimpleImputer method) (endgame.preprocessing.SimplicialSMOTE method) (endgame.preprocessing.SMOTEENNResampler method) (endgame.preprocessing.SMOTEResampler method) (endgame.preprocessing.SMOTETomekResampler method) (endgame.preprocessing.SVMSMOTEResampler method) (endgame.preprocessing.TabDDPMResampler method) (endgame.preprocessing.TabSynResampler method) (endgame.preprocessing.TargetQuantileTransformer method) (endgame.preprocessing.TargetTransformer method) (endgame.preprocessing.TemporalFeatures method) (endgame.preprocessing.TomekLinksUnderSampler method) (endgame.semi_supervised.SelfTrainingClassifier method) (endgame.semi_supervised.SelfTrainingRegressor method) (endgame.signal.ApproximateEntropy method) (endgame.signal.BandPowerExtractor method) (endgame.signal.BaseFeatureExtractor method) (endgame.signal.BaseSignalTransformer method) (endgame.signal.BurstSuppressionFeatures method) (endgame.signal.ButterworthFilter method) (endgame.signal.CoherenceFeatureExtractor method) (endgame.signal.ComplexityFeatureExtractor method) (endgame.signal.ConnectivityFeatureExtractor method) (endgame.signal.CovarianceEstimator method) (endgame.signal.CSP method) (endgame.signal.CWTTransformer method) (endgame.signal.DFA method) (endgame.signal.DWTTransformer method) (endgame.signal.EntropyFeatureExtractor method) (endgame.signal.FFTTransformer method) (endgame.signal.FilterBank method) (endgame.signal.FilterBankCSP method) (endgame.signal.FIRFilter method) (endgame.signal.HiguchiFD method) (endgame.signal.HjorthParameters method) (endgame.signal.HurstExponent method) (endgame.signal.KatzFD method) (endgame.signal.LempelZivComplexity method) (endgame.signal.MedianFilter method) (endgame.signal.MultitaperPSD method) (endgame.signal.NotchFilter method) (endgame.signal.PeakFeatures method) (endgame.signal.PermutationEntropy method) (endgame.signal.PetrosianFD method) (endgame.signal.PLVFeatureExtractor method) (endgame.signal.SampleEntropy method) (endgame.signal.SavgolFilter method) (endgame.signal.SpectralEntropy method) (endgame.signal.SpectralFeatureExtractor method) (endgame.signal.SpikeFeatures method) (endgame.signal.StatisticalFeatures method) (endgame.signal.SVDEntropy method) (endgame.signal.TangentSpace method) (endgame.signal.TimeDomainFeatures method) (endgame.signal.WaveletFeatureExtractor method) (endgame.signal.WaveletPacketTransformer method) (endgame.signal.WelchPSD method) (endgame.signal.ZeroCrossingFeatures method) (endgame.timeseries.BaseForecaster method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.HydraClassifier method) (endgame.timeseries.HydraMiniRocketClassifier method) (endgame.timeseries.HydraTransformer method) (endgame.timeseries.MiniRocketClassifier method) (endgame.timeseries.MiniRocketTransformer method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.MSTLForecaster method) (endgame.timeseries.MultiRocketClassifier method) (endgame.timeseries.MultiRocketTransformer method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.RocketClassifier method) (endgame.timeseries.RocketTransformer method) (endgame.timeseries.SeasonalNaiveForecaster method) (endgame.timeseries.ThetaForecaster method) (endgame.timeseries.TimeSeriesFeatureExtractor method) (endgame.timeseries.TSFreshFeatureExtractor method) (endgame.validation.AdversarialKFold method) fit_detect() (endgame.preprocessing.ConfidentLearningFilter method) (endgame.preprocessing.ConsensusFilter method) (endgame.preprocessing.CrossValNoiseDetector method) fit_predict() (endgame.anomaly.GritBotDetector method) (endgame.anomaly.IsolationForestDetector method) (endgame.anomaly.LocalOutlierFactorDetector method) (endgame.anomaly.PyODDetector method) (endgame.clustering.AffinityPropagationClusterer method) (endgame.clustering.AgglomerativeClusterer method) (endgame.clustering.AutoCluster method) (endgame.clustering.BIRCHClusterer method) (endgame.clustering.DBSCANClusterer method) (endgame.clustering.DensityPeaksClusterer method) (endgame.clustering.FINCHClusterer method) (endgame.clustering.FuzzyCMeansClusterer method) (endgame.clustering.GaussianMixtureClusterer method) (endgame.clustering.GenieClusterer method) (endgame.clustering.HDBSCANClusterer method) (endgame.clustering.KMeansClusterer method) (endgame.clustering.KStarMeansClusterer method) (endgame.clustering.MeanShiftClusterer method) (endgame.clustering.MiniBatchKMeansClusterer method) (endgame.clustering.OPTICSClusterer method) (endgame.clustering.SpectralClusterer method) (endgame.timeseries.BaseForecaster method) fit_resample() (endgame.preprocessing.ADASYNResampler method) (endgame.preprocessing.AllKNNUnderSampler method) (endgame.preprocessing.AutoBalancer method) (endgame.preprocessing.BorderlineSMOTEResampler method) (endgame.preprocessing.ClusterCentroidsUnderSampler method) (endgame.preprocessing.CondensedNearestNeighbour method) (endgame.preprocessing.CTGANResampler method) (endgame.preprocessing.CVSMOTEResampler method) (endgame.preprocessing.EditedNearestNeighbours method) (endgame.preprocessing.ForestFlowResampler method) (endgame.preprocessing.GReaTResampler method) (endgame.preprocessing.InstanceHardnessThresholdSampler method) (endgame.preprocessing.KMeansSMOTEResampler method) (endgame.preprocessing.MultivariateGaussianSMOTE method) (endgame.preprocessing.NearMissUnderSampler method) (endgame.preprocessing.NeighbourhoodCleaningRule method) (endgame.preprocessing.OneSidedSelectionUnderSampler method) (endgame.preprocessing.OverlapRegionDetector method) (endgame.preprocessing.RandomOverSampler method) (endgame.preprocessing.RandomUnderSampler method) (endgame.preprocessing.SimplicialSMOTE method) (endgame.preprocessing.SMOTEENNResampler method) (endgame.preprocessing.SMOTEResampler method) (endgame.preprocessing.SMOTETomekResampler method) (endgame.preprocessing.SVMSMOTEResampler method) (endgame.preprocessing.TabDDPMResampler method) (endgame.preprocessing.TabSynResampler method) (endgame.preprocessing.TomekLinksUnderSampler method) fit_summary_ (endgame.automl.AutoMLPredictor property) (endgame.automl.BasePredictor attribute) (endgame.automl.TabularPredictor attribute) fit_time (endgame.automl.SearchResult attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] fit_transform() (endgame.calibration.BetaCalibration method) (endgame.calibration.HistogramBinning method) (endgame.calibration.IsotonicCalibration method) (endgame.calibration.PlattScaling method) (endgame.calibration.TemperatureScaling method) (endgame.dimensionality_reduction.ICAReducer method) (endgame.dimensionality_reduction.KernelPCAReducer method) (endgame.dimensionality_reduction.PaCMAPReducer method) (endgame.dimensionality_reduction.ParametricUMAP method) (endgame.dimensionality_reduction.PCAReducer method) (endgame.dimensionality_reduction.PHATEReducer method) (endgame.dimensionality_reduction.RandomizedPCA method) (endgame.dimensionality_reduction.TriMAPReducer method) (endgame.dimensionality_reduction.TruncatedSVDReducer method) (endgame.dimensionality_reduction.UMAPReducer method) (endgame.dimensionality_reduction.VAEReducer method) (endgame.fairness.ReweighingPreprocessor method) (endgame.feature_selection.BorutaSelector method) (endgame.feature_selection.CorrelationSelector method) (endgame.feature_selection.GeneticSelector method) (endgame.feature_selection.KnockoffSelector method) (endgame.feature_selection.MRMRSelector method) (endgame.feature_selection.PermutationSelector method) (endgame.feature_selection.ReliefFSelector method) (endgame.feature_selection.RFESelector method) (endgame.feature_selection.SequentialSelector method) (endgame.feature_selection.SHAPSelector method) (endgame.feature_selection.StabilitySelector method) (endgame.feature_selection.TreeImportanceSelector method) (endgame.feature_selection.UnivariateSelector method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.preprocessing.CatBoostEncoder method) (endgame.preprocessing.DenoisingAutoEncoder method) (endgame.preprocessing.LeaveOneOutEncoder method) (endgame.preprocessing.SafeTargetEncoder method) (endgame.signal.BaseFeatureExtractor method) (endgame.signal.BaseSignalTransformer method) (endgame.timeseries.TimeSeriesFeatureExtractor method) (endgame.timeseries.TSFreshFeatureExtractor method) fitness_history_ (endgame.models.EvolutionaryTreeClassifier attribute) FitSummary (class in endgame.automl) FlowChartVisualizer (class in endgame.visualization) fold_bounds_ (endgame.validation.CombinatorialPurgedKFold attribute) ForecasterMixin (class in endgame.timeseries) ForestFlowResampler (class in endgame.preprocessing) format_version (endgame.persistence.ModelMetadata attribute), [1] forward_pass_record_ (endgame.models.MARSRegressor attribute) freq_ (endgame.timeseries.BaseForecaster attribute) freqs_ (endgame.signal.CWTTransformer attribute) (endgame.signal.FFTTransformer attribute) (endgame.signal.MultitaperPSD attribute) (endgame.signal.WelchPSD attribute) FrequencyEncoder (class in endgame.preprocessing) FRIEDMAN (endgame.benchmark.RankingMethod attribute) friedman_test() (endgame.benchmark.ResultsAnalyzer method) from_accuracy() (endgame.visualization.GaugeChartVisualizer class method) from_adjacency_matrix() (endgame.visualization.NetworkDiagramVisualizer class method) from_bayesian_network() (endgame.visualization.NetworkDiagramVisualizer class method) from_class_distribution() (endgame.visualization.DonutChartVisualizer class method) from_confusion_matrix() (endgame.visualization.ChordDiagramVisualizer class method) from_contributions() (endgame.visualization.WaterfallVisualizer class method) from_correlation() (endgame.visualization.HeatmapVisualizer class method) from_correlation_matrix() (endgame.visualization.ArcDiagramVisualizer class method) from_cv_results() (endgame.visualization.BoxPlotVisualizer class method) (endgame.visualization.ErrorBarsVisualizer class method) (endgame.visualization.RidgelinePlotVisualizer class method) from_cv_scores() (endgame.visualization.BumpChartVisualizer class method) (endgame.visualization.LineChartVisualizer class method) from_dict() (endgame.automl.PipelineConfig class method) (endgame.benchmark.ExperimentRecord class method) (endgame.persistence.ModelMetadata class method) (endgame.visualization.BarChartVisualizer class method) (endgame.visualization.LollipopChartVisualizer class method) from_edge_list() (endgame.visualization.NetworkDiagramVisualizer class method) from_embedding() (endgame.visualization.ScatterplotVisualizer class method) from_estimator() (endgame.visualization.CalibrationPlotVisualizer class method) (endgame.visualization.ConfusionMatrixVisualizer class method) (endgame.visualization.LiftChartVisualizer class method) (endgame.visualization.PDP2DVisualizer class method) (endgame.visualization.PDPVisualizer class method) (endgame.visualization.PRCurveVisualizer class method) (endgame.visualization.ROCCurveVisualizer class method) from_feature_distributions() (endgame.visualization.RidgelinePlotVisualizer class method) from_feature_names() (endgame.visualization.WordCloudVisualizer class method) from_feature_selection() (endgame.visualization.FunnelChartVisualizer class method) from_importances() (endgame.visualization.BarChartVisualizer class method) (endgame.visualization.LollipopChartVisualizer class method) (endgame.visualization.TreemapVisualizer class method) from_learning_curve() (endgame.visualization.LineChartVisualizer class method) from_metrics() (endgame.visualization.DumbbellChartVisualizer class method) (endgame.visualization.NightingaleRoseVisualizer class method) from_multiple() (endgame.visualization.CalibrationPlotVisualizer class method) from_oof_predictions() (endgame.utils.SubmissionHelper method) from_optuna_study() (endgame.visualization.ParallelCoordinatesVisualizer class method) from_pipeline() (endgame.visualization.FlowChartVisualizer class method) (endgame.visualization.FunnelChartVisualizer class method) from_pivot() (endgame.benchmark.ResultsAnalyzer class method) from_precomputed() (endgame.visualization.PDPVisualizer class method) from_predictions() (endgame.visualization.CalibrationPlotVisualizer class method) (endgame.visualization.ConfusionMatrixVisualizer class method) (endgame.visualization.HistogramVisualizer class method) (endgame.visualization.LiftChartVisualizer class method) (endgame.visualization.PRCurveVisualizer class method) (endgame.visualization.ROCCurveVisualizer class method) (endgame.visualization.ScatterplotVisualizer class method) from_residuals() (endgame.visualization.HistogramVisualizer class method) from_score() (endgame.visualization.GaugeChartVisualizer class method) from_scores() (endgame.visualization.BumpChartVisualizer class method) from_shap() (endgame.visualization.WaterfallVisualizer class method) from_time_series() (endgame.visualization.SpiralPlotVisualizer class method) from_train_test() (endgame.visualization.DumbbellChartVisualizer class method) FTestSelector (class in endgame.feature_selection) FTTransformerClassifier (class in endgame.models) FTTransformerRegressor (class in endgame.models) FunnelChartVisualizer (class in endgame.visualization) FURIAClassifier (class in endgame.models) FuzzyCMeansClusterer (class in endgame.clustering) FuzzyCondition (class in endgame.models) FuzzyRule (class in endgame.models) G GaugeChartVisualizer (class in endgame.visualization) GaussianMixtureClusterer (class in endgame.clustering) GBDTWrapper (class in endgame.models) gcv_ (endgame.models.MARSRegressor attribute) generate() (endgame.automl.ReportGenerator method) (endgame.benchmark.BenchmarkReportGenerator method) (endgame.fairness.FairnessReport method) GeneticSelector (class in endgame.feature_selection) GenieClusterer (class in endgame.clustering) get_all_relevant() (endgame.feature_selection.BorutaSelector method) get_anomaly_report() (endgame.anomaly.GritBotDetector method) get_basis_matrix() (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) get_best() (endgame.automl.BaseSearchStrategy method) get_best_equation() (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) get_by_dataset() (endgame.benchmark.ExperimentTracker method) get_by_model() (endgame.benchmark.ExperimentTracker method) get_by_tag() (endgame.benchmark.ExperimentTracker method) get_catboost_space() (in module endgame.tune) get_class_distribution() (in module endgame.preprocessing) get_config_hashes() (endgame.benchmark.ExperimentTracker method) get_control_dataset() (in module endgame.benchmark) get_correlated_pairs() (endgame.feature_selection.CorrelationSelector method) get_cumulative_variance() (endgame.dimensionality_reduction.PCAReducer method) get_cv_splits() (endgame.benchmark.DatasetInfo method) get_dataset_summary() (endgame.benchmark.ResultsAnalyzer method) get_default_portfolio() (in module endgame.automl) get_depth() (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) get_edge_confidence() (endgame.models.AutoSLE method) get_equation() (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) get_equation_at_complexity() (endgame.models.SymbolicRegressor method) get_experiment_hash() (in module endgame.benchmark) get_feature_contributions() (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) get_feature_importances() (endgame.benchmark.MetaLearner method) get_feature_names() (endgame.benchmark.MetaProfiler method) get_feature_names_out() (endgame.preprocessing.AutoAggregator method) (endgame.preprocessing.AutoImputer method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.preprocessing.DenoisingAutoEncoder method) (endgame.preprocessing.IndicatorImputer method) (endgame.preprocessing.InteractionFeatures method) (endgame.preprocessing.KNNImputer method) (endgame.preprocessing.MICEImputer method) (endgame.preprocessing.MissForestImputer method) (endgame.preprocessing.RankFeatures method) (endgame.preprocessing.SafeTargetEncoder method) (endgame.preprocessing.SimpleImputer method) (endgame.signal.BandPowerExtractor method) (endgame.signal.BaseFeatureExtractor method) (endgame.signal.SpectralFeatureExtractor method) (endgame.timeseries.TimeSeriesFeatureExtractor method) (endgame.timeseries.TSFreshFeatureExtractor method) get_feature_ranking() (endgame.feature_selection.MRMRSelector method) (endgame.feature_selection.PermutationSelector method) (endgame.feature_selection.ReliefFSelector method) (endgame.feature_selection.RFESelector method) (endgame.feature_selection.SHAPSelector method) (endgame.feature_selection.TreeImportanceSelector method) get_feature_scores() (endgame.feature_selection.UnivariateSelector method) get_fitted_values() (endgame.timeseries.BaseForecaster method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.MSTLForecaster method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.SeasonalNaiveForecaster method) (endgame.timeseries.ThetaForecaster method) get_fold_info() (endgame.validation.CombinatorialPurgedKFold method) get_frequencies() (endgame.signal.CWTTransformer method) get_frequency_bands() (endgame.signal.WaveletPacketTransformer method) (endgame.signal.WelchPSD method) get_frequency_resolution() (endgame.signal.FFTTransformer method) get_frequency_response() (endgame.signal.ButterworthFilter method) get_group() (endgame.benchmark.MetaFeatureSet method) get_highly_confident_edges() (endgame.models.AutoSLE method) get_imbalance_ratio() (in module endgame.preprocessing) get_interaction_values() (endgame.feature_selection.SHAPSelector method) get_learning_curve() (endgame.benchmark.LearningCurveResults method) get_lgbm_space() (in module endgame.tune) get_logger() (in module endgame.tracking) get_master_db_path() (endgame.benchmark.ExperimentTracker static method) get_model() (endgame.automl.TabularPredictor method) get_model_class() (in module endgame.automl) get_model_info() (in module endgame.automl) get_model_names() (endgame.automl.TabularPredictor method) get_model_summary() (endgame.benchmark.ResultsAnalyzer method) get_models_by_family() (in module endgame.automl) get_n_components_for_variance() (endgame.dimensionality_reduction.PCAReducer method) get_n_leaves() (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) get_n_splits() (endgame.timeseries.BlockedTimeSeriesSplit method) (endgame.timeseries.ExpandingWindowCV method) (endgame.timeseries.SlidingWindowCV method) (endgame.validation.AdversarialKFold method) (endgame.validation.CombinatorialPurgedKFold method) (endgame.validation.MultilabelStratifiedKFold method) (endgame.validation.PurgedTimeSeriesSplit method) (endgame.validation.RepeatedStratifiedGroupKFold method) (endgame.validation.StratifiedGroupKFold method) get_palette() (in module endgame.visualization) get_param_importances() (endgame.tune.OptunaOptimizer method) get_params() (endgame.ensemble.VotingClassifier method) (endgame.models.CubistRegressor method) (endgame.models.GBDTWrapper method) get_pareto_frontier() (endgame.models.PRIMResult method) (endgame.models.SymbolicRegressor method) get_pivot_table() (endgame.benchmark.ResultsAnalyzer method) get_preset() (in module endgame.automl) get_pseudo_labeled_samples() (endgame.semi_supervised.SelfTrainingClassifier method) (endgame.semi_supervised.SelfTrainingRegressor method) get_residuals() (endgame.timeseries.BaseForecaster method) get_result() (endgame.ensemble.HillClimbingEnsemble method) get_results_dataframe() (endgame.benchmark.BenchmarkRunner method) get_results_summary() (endgame.automl.BaseSearchStrategy method) get_rule_importance() (endgame.models.FURIAClassifier method) get_rules() (endgame.models.FURIAClassifier method) (endgame.models.PRIMClassifier method) (endgame.models.PRIMRegressor method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) get_rules_str() (endgame.models.FURIAClassifier method) get_sampler() (endgame.preprocessing.AutoBalancer method) get_selection_frequencies() (endgame.feature_selection.StabilitySelector method) get_space() (in module endgame.tune) get_stage_summary() (endgame.automl.PipelineOrchestrator method) get_statistics() (endgame.feature_selection.KnockoffSelector method) get_structure() (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) get_successful() (endgame.benchmark.ExperimentTracker method) get_suite_info() (endgame.benchmark.SuiteLoader static method) get_summary() (endgame.automl.DataLoader method) (endgame.automl.TimeBudgetManager method) get_support() (endgame.feature_selection.BorutaSelector method) (endgame.feature_selection.CorrelationSelector method) (endgame.feature_selection.GeneticSelector method) (endgame.feature_selection.KnockoffSelector method) (endgame.feature_selection.MRMRSelector method) (endgame.feature_selection.PermutationSelector method) (endgame.feature_selection.ReliefFSelector method) (endgame.feature_selection.RFESelector method) (endgame.feature_selection.SequentialSelector method) (endgame.feature_selection.SHAPSelector method) (endgame.feature_selection.StabilitySelector method) (endgame.feature_selection.TreeImportanceSelector method) (endgame.feature_selection.UnivariateSelector method) get_synthetic_suite() (in module endgame.benchmark) get_test() (endgame.automl.DataLoader method) get_test_like_samples() (endgame.validation.AdversarialValidator method) get_test_paths() (endgame.validation.CombinatorialPurgedKFold method) get_train() (endgame.automl.DataLoader method) get_validation_split() (endgame.automl.DataLoader method) get_xgb_space() (in module endgame.tune) GPClassifier (class in endgame.models) GPRegressor (class in endgame.models) GReaTResampler (class in endgame.preprocessing) GritBotDetector (class in endgame.anomaly) group_mean (endgame.anomaly.Anomaly attribute) group_size (endgame.anomaly.Anomaly attribute) group_std (endgame.anomaly.Anomaly attribute) groups (endgame.benchmark.MetaFeatureSet attribute), [1] groups_ (endgame.fairness.CalibratedEqOdds attribute) (endgame.fairness.ReweighingPreprocessor attribute) GuardrailsReport (class in endgame.automl) H haircut_sharpe_ratio() (in module endgame.utils) handles_categorical (endgame.automl.ModelInfo attribute), [1] handles_missing (endgame.automl.ModelInfo attribute), [1] HDBSCANClusterer (class in endgame.clustering) HeatmapVisualizer (class in endgame.visualization) higuchi_fd() (in module endgame.signal) HiguchiFD (class in endgame.signal) HillClimbingEnsemble (class in endgame.ensemble) HistogramBinning (class in endgame.calibration) HistogramVisualizer (class in endgame.visualization) history_ (endgame.feature_selection.GeneticSelector attribute) (endgame.models.EmbeddingMLPClassifier attribute) (endgame.models.EmbeddingMLPRegressor attribute) (endgame.models.FTTransformerClassifier attribute) (endgame.models.MLPClassifier attribute) (endgame.models.MLPRegressor attribute) (endgame.models.ModernNCAClassifier attribute) (endgame.models.NAMClassifier attribute) (endgame.models.NAMRegressor attribute) (endgame.models.NODEClassifier attribute) (endgame.models.SAINTClassifier attribute) (endgame.preprocessing.DenoisingAutoEncoder attribute) (endgame.semi_supervised.SelfTrainingClassifier attribute) HjorthParameters (class in endgame.signal) holdout_frac (endgame.automl.PresetConfig attribute), [1] hurst_exponent() (in module endgame.signal) HurstExponent (class in endgame.signal) HydraClassifier (class in endgame.timeseries) HydraMiniRocketClassifier (class in endgame.timeseries) HydraTransformer (class in endgame.timeseries) hyperparameter_tune (endgame.automl.PresetConfig attribute), [1] hyperparameters (endgame.benchmark.ExperimentRecord attribute), [1] I ic_scores_ (endgame.ensemble.BayesianModelAveraging attribute) ICAReducer (class in endgame.dimensionality_reduction) imbalance_ratio (endgame.benchmark.DatasetInfo property) imbalance_ratio_ (endgame.preprocessing.AutoBalancer attribute) importance_std_ (endgame.feature_selection.PermutationSelector attribute) importances_ (endgame.preprocessing.PermutationImportanceSelector property) imputer_ (endgame.preprocessing.AutoImputer attribute) indicator_ (endgame.preprocessing.SimpleImputer attribute) IndicatorImputer (class in endgame.preprocessing) inertia_ (endgame.clustering.KMeansClusterer attribute) (endgame.clustering.MiniBatchKMeansClusterer attribute) infer_task_type() (in module endgame.automl) initial_sweep_done (endgame.automl.PortfolioSearch property) inner_scores (endgame.validation.NestedCVResult attribute), [1] input_names (endgame.persistence.ModelServer attribute) input_shapes (endgame.persistence.ModelServer property) input_weights_ (endgame.models.ELMClassifier attribute) (endgame.models.ELMRegressor attribute) InstanceHardnessThresholdSampler (class in endgame.preprocessing) InteractionFeatures (class in endgame.preprocessing) intercept_ (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) (endgame.models.LDAClassifier attribute) (endgame.models.LDAClassifier property) (endgame.models.LinearClassifier attribute) (endgame.models.LinearClassifier property) (endgame.models.LinearRegressor attribute) (endgame.models.LinearRegressor property) (endgame.models.MARSRegressor attribute) (endgame.models.RuleFitRegressor attribute) interpretable (endgame.automl.ModelInfo attribute), [1] interval_coverage() (in module endgame.models) interval_width() (endgame.calibration.ConformizedQuantileRegressor method) (endgame.calibration.VennABERS method) (in module endgame.models) (in module endgame.timeseries) inverse_transform() (endgame.dimensionality_reduction.ICAReducer method) (endgame.dimensionality_reduction.KernelPCAReducer method) (endgame.dimensionality_reduction.ParametricUMAP method) (endgame.dimensionality_reduction.PCAReducer method) (endgame.dimensionality_reduction.RandomizedPCA method) (endgame.dimensionality_reduction.TruncatedSVDReducer method) (endgame.dimensionality_reduction.UMAPReducer method) (endgame.dimensionality_reduction.VAEReducer method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.signal.BaseSignalTransformer method) (endgame.signal.DWTTransformer method) is_classifier_ (endgame.ensemble.KnowledgeDistiller attribute) (endgame.ensemble.SnapshotEnsemble attribute) (endgame.ensemble.SuperLearner attribute) is_fitted (endgame.automl.AutoMLPredictor property) (endgame.persistence.ModelMetadata attribute), [1] is_fitted_ (endgame.automl.BasePredictor attribute) (endgame.automl.TabularPredictor attribute) (endgame.timeseries.BaseForecaster attribute) is_overtime() (endgame.automl.TimeBudgetManager method) is_significant (endgame.utils.SharpeAnalysis attribute), [1] is_stage_overtime() (endgame.automl.TimeBudgetManager method) IsolationForestDetector (class in endgame.anomaly) isotonic_ (endgame.calibration.IsotonicCalibration attribute) IsotonicCalibration (class in endgame.calibration) K katz_fd() (in module endgame.signal) KatzFD (class in endgame.signal) KDBClassifier (class in endgame.models) KernelPCAReducer (class in endgame.dimensionality_reduction) kl_loss_ (endgame.dimensionality_reduction.VAEReducer attribute) KMeansClusterer (class in endgame.clustering) KMeansSMOTEResampler (class in endgame.preprocessing) kneighbors() (endgame.models.KNNClassifier method) (endgame.models.KNNRegressor method) KNNClassifier (class in endgame.models) KNNImputer (class in endgame.preprocessing) KNNRegressor (class in endgame.models) knockoffs_ (endgame.feature_selection.KnockoffSelector attribute) KnockoffSelector (class in endgame.feature_selection) KnowledgeDistiller (class in endgame.ensemble) KStarMeansClusterer (class in endgame.clustering) kurtosis (endgame.utils.SharpeAnalysis attribute), [1] L labeled_iter_ (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.semi_supervised.SelfTrainingRegressor attribute) labels_ (endgame.clustering.AffinityPropagationClusterer attribute) (endgame.clustering.AgglomerativeClusterer attribute) (endgame.clustering.AutoCluster attribute) (endgame.clustering.BIRCHClusterer attribute) (endgame.clustering.DBSCANClusterer attribute) (endgame.clustering.DensityPeaksClusterer attribute) (endgame.clustering.FINCHClusterer attribute) (endgame.clustering.FuzzyCMeansClusterer attribute) (endgame.clustering.GaussianMixtureClusterer attribute) (endgame.clustering.GenieClusterer attribute) (endgame.clustering.HDBSCANClusterer attribute) (endgame.clustering.KMeansClusterer attribute) (endgame.clustering.KStarMeansClusterer attribute) (endgame.clustering.MeanShiftClusterer attribute) (endgame.clustering.MiniBatchKMeansClusterer attribute) (endgame.clustering.OPTICSClusterer attribute) (endgame.clustering.SpectralClusterer attribute) (endgame.fairness.ReweighingPreprocessor attribute) LAD (class in endgame.models) LagFeatures (class in endgame.preprocessing) lambda_ (endgame.preprocessing.TargetTransformer attribute) latex() (endgame.models.SymbolicRegressor method) LDAClassifier (class in endgame.models) le_ (endgame.ensemble.VotingClassifier attribute) leaderboard (endgame.quick.ComparisonResult attribute), [1] leaderboard() (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) leaderboard_ (endgame.automl.TabularPredictor attribute) leaf_samples_ (endgame.models.QuantileRegressorForest attribute) learn() (endgame.models.AutoSLE method) LearningCurveConfig (class in endgame.benchmark) LearningCurveExperiment (class in endgame.benchmark) LearningCurveRecord (class in endgame.benchmark) LearningCurveResults (class in endgame.benchmark) LeaveOneOutEncoder (class in endgame.preprocessing) lempel_ziv_complexity() (in module endgame.signal) LempelZivComplexity (class in endgame.signal) level_ (endgame.signal.DWTTransformer attribute) (endgame.signal.WaveletPacketTransformer attribute) LGBMWrapper (class in endgame.models) LiftChartVisualizer (class in endgame.visualization) LIMEExplainer (class in endgame.explain) limits (endgame.models.Box attribute), [1] linear_coef_ (endgame.models.RuleFitRegressor attribute) LinearClassifier (class in endgame.models) LinearRegressor (class in endgame.models) LineChartVisualizer (class in endgame.visualization) list_models() (in module endgame.automl) list_presets() (in module endgame.automl) list_suites() (endgame.benchmark.SuiteLoader static method) load() (endgame.automl.AutoMLPredictor class method) (endgame.automl.BasePredictor class method) (endgame.benchmark.ExperimentTracker method) (endgame.benchmark.SuiteLoader method) (in module endgame.persistence) load_data() (in module endgame.automl) load_master() (endgame.benchmark.ExperimentTracker class method) load_test() (endgame.automl.DataLoader method) load_train() (endgame.automl.DataLoader method) LocalOutlierFactorDetector (class in endgame.anomaly) log_artifact() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) log_experiment() (endgame.benchmark.ExperimentTracker method) log_failure() (endgame.benchmark.ExperimentTracker method) log_loss (endgame.calibration.CalibrationReport attribute) log_metrics() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) log_model() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) log_params() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) logistic_ (endgame.models.MARSClassifier attribute) LogisticAT (class in endgame.models) LogisticIT (class in endgame.models) LogisticSE (class in endgame.models) LollipopChartVisualizer (class in endgame.visualization) lower_bound (endgame.models.FuzzyCondition attribute) lower_estimator_ (endgame.calibration.ConformalRegressor attribute) lower_quantile_ (endgame.calibration.ConformizedQuantileRegressor attribute) lower_support (endgame.models.FuzzyCondition attribute) lr_history_ (endgame.ensemble.SnapshotEnsemble attribute) M make_hidden_structure() (in module endgame.benchmark) make_regression_rotated() (in module endgame.benchmark) make_rotated_blobs() (in module endgame.benchmark) make_xor_rotated() (in module endgame.benchmark) map_at_k() (in module endgame.utils) mape() (in module endgame.timeseries) mars_regressor_ (endgame.models.MARSClassifier attribute) MARSClassifier (class in endgame.models) MARSRegressor (class in endgame.models) mase() (in module endgame.timeseries) max_datasets (endgame.benchmark.BenchmarkConfig attribute), [1] max_features (endgame.automl.DeploymentConstraints attribute) max_memory_mb (endgame.automl.DeploymentConstraints attribute) max_model_size_mb (endgame.automl.DeploymentConstraints attribute) max_predict_latency_ms (endgame.automl.DeploymentConstraints attribute) max_samples (endgame.automl.ModelInfo attribute), [1] (endgame.benchmark.BenchmarkConfig attribute), [1] maximum_calibration_error() (in module endgame.calibration) mce (endgame.calibration.CalibrationReport attribute) mdl_history_ (endgame.clustering.KStarMeansClusterer attribute) mean_confidence (endgame.calibration.CalibrationReport attribute) MEAN_RANK (endgame.benchmark.RankingMethod attribute) MEAN_SCORE (endgame.benchmark.RankingMethod attribute) mean_score (endgame.validation.NestedCVResult attribute), [1] means_ (endgame.clustering.GaussianMixtureClusterer attribute) MeanShiftClusterer (class in endgame.clustering) MedianFilter (class in endgame.signal) membership() (endgame.models.FuzzyCondition method) membership_ (endgame.clustering.FuzzyCMeansClusterer attribute) memory_mb (endgame.benchmark.ExperimentRecord attribute), [1] memory_usage (endgame.automl.ModelInfo attribute), [1] merge() (endgame.benchmark.ExperimentTracker method) message (endgame.automl.DataQualityWarning attribute), [1] meta_estimator_ (endgame.ensemble.BlendingEnsemble attribute) (endgame.ensemble.StackingEnsemble attribute) meta_feature_correlation() (endgame.benchmark.ResultsAnalyzer method) meta_features (endgame.benchmark.BenchmarkRunner property) (endgame.benchmark.ExperimentRecord attribute), [1] meta_features_ (endgame.automl.TabularPredictor attribute) meta_features_cache_dir (endgame.benchmark.BenchmarkConfig attribute), [1] metadata (endgame.automl.PipelineConfig attribute), [1] (endgame.automl.PipelineResult attribute), [1] (endgame.automl.SearchResult attribute), [1] (endgame.automl.StageResult attribute), [1] (endgame.benchmark.DatasetInfo attribute), [1] (endgame.explain.Explanation attribute), [1] (endgame.persistence.ModelServer attribute) MetaFeatureSet (class in endgame.benchmark) MetaLearner (class in endgame.benchmark) MetaProfiler (class in endgame.benchmark) method (endgame.explain.Explanation attribute), [1] method_ (endgame.preprocessing.TargetTransformer attribute) metric (endgame.quick.ComparisonResult attribute), [1] (endgame.quick.QuickResult attribute), [1] metrics (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] (endgame.visualization.ClassificationReport property) (endgame.visualization.RegressionReport property) metrics_classification (endgame.benchmark.LearningCurveConfig attribute) metrics_regression (endgame.benchmark.LearningCurveConfig attribute) MICEImputer (class in endgame.preprocessing) min_samples (endgame.automl.ModelInfo attribute), [1] MiniBatchKMeansClusterer (class in endgame.clustering) minimum_track_record_length() (in module endgame.utils) MiniRocketClassifier (class in endgame.timeseries) MiniRocketTransformer (class in endgame.timeseries) MissForestImputer (class in endgame.preprocessing) missing_features_ (endgame.preprocessing.IndicatorImputer attribute) missingness_fraction_ (endgame.preprocessing.AutoImputer attribute) missingness_type_ (endgame.preprocessing.AutoImputer attribute) mitigator_ (endgame.fairness.ExponentiatedGradient attribute) MLPClassifier (class in endgame.models) MLPRegressor (class in endgame.models) model (endgame.quick.QuickResult attribute), [1] model_ (endgame.anomaly.IsolationForestDetector attribute) (endgame.anomaly.LocalOutlierFactorDetector attribute) (endgame.anomaly.PyODDetector attribute) (endgame.dimensionality_reduction.VAEReducer attribute) (endgame.models.EmbeddingMLPClassifier attribute) (endgame.models.EmbeddingMLPRegressor attribute) (endgame.models.FTTransformerClassifier attribute) (endgame.models.GBDTWrapper attribute) (endgame.models.GPClassifier attribute) (endgame.models.GPRegressor attribute) (endgame.models.MLPClassifier attribute) (endgame.models.MLPRegressor attribute) (endgame.models.ModernNCAClassifier attribute) (endgame.models.NaiveBayesClassifier attribute) (endgame.models.NAMClassifier attribute) (endgame.models.NAMRegressor attribute) (endgame.models.NGBoostClassifier attribute) (endgame.models.NGBoostRegressor attribute) (endgame.models.NODEClassifier attribute) (endgame.models.OrdinalClassifier attribute) (endgame.models.SAINTClassifier attribute) (endgame.models.SVMClassifier attribute) (endgame.models.SVMRegressor attribute) (endgame.models.SymbolicClassifier attribute) (endgame.models.TabNetClassifier attribute) (endgame.models.TabNetRegressor attribute) (endgame.preprocessing.DenoisingAutoEncoder attribute) model_class (endgame.persistence.ModelMetadata attribute), [1] model_leaderboard (endgame.automl.AutoMLReport attribute), [1] model_name (endgame.automl.PipelineConfig attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] model_params (endgame.automl.PipelineConfig attribute), [1] (endgame.persistence.ModelMetadata attribute), [1] model_pool (endgame.automl.PresetConfig attribute), [1] model_structure (endgame.benchmark.ExperimentRecord attribute) ModelInfo (class in endgame.automl) ModelMetadata (class in endgame.persistence) ModelServer (class in endgame.persistence) ModernNCAClassifier (class in endgame.models) module endgame.anomaly endgame.automl endgame.benchmark endgame.calibration endgame.clustering endgame.dimensionality_reduction endgame.ensemble endgame.explain endgame.fairness endgame.feature_selection endgame.mcp endgame.models endgame.persistence endgame.preprocessing endgame.quick endgame.semi_supervised endgame.signal endgame.timeseries endgame.tracking endgame.tune endgame.utils endgame.validation endgame.visualization MovingAverageForecaster (class in endgame.timeseries) MRMRSelector (class in endgame.feature_selection) MSTLForecaster (class in endgame.timeseries) MultilabelStratifiedKFold (class in endgame.validation) MultiOutputClassifier (class in endgame.ensemble) MultiOutputRegressor (class in endgame.ensemble) multiple_testing_summary() (in module endgame.utils) MultiRocketClassifier (class in endgame.timeseries) MultiRocketTransformer (class in endgame.timeseries) MultitaperPSD (class in endgame.signal) MultivariateForecasterMixin (class in endgame.timeseries) MultivariateGaussianSMOTE (class in endgame.preprocessing) MutualInfoSelector (class in endgame.feature_selection) N n_bins_ (endgame.preprocessing.BayesianDiscretizer attribute) n_categorical (endgame.benchmark.DatasetInfo property) n_channels_ (endgame.signal.CovarianceEstimator attribute) n_channels_seen_ (endgame.signal.BaseSignalTransformer attribute) n_classes (endgame.benchmark.DatasetInfo attribute), [1] n_classes_ (endgame.calibration.ConformalClassifier attribute) (endgame.ensemble.AdaBoostClassifier attribute) (endgame.models.C50Classifier attribute) (endgame.models.EmbeddingMLPClassifier attribute) (endgame.models.FTTransformerClassifier attribute) (endgame.models.MLPClassifier attribute) (endgame.models.NGBoostClassifier attribute) (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.OrdinalClassifier attribute) (endgame.models.RuleFitClassifier attribute) (endgame.models.SymbolicClassifier attribute) (endgame.models.TabNetClassifier attribute) (endgame.semi_supervised.SelfTrainingClassifier attribute) n_clusters_ (endgame.clustering.AffinityPropagationClusterer attribute) (endgame.clustering.AgglomerativeClusterer attribute) (endgame.clustering.AutoCluster attribute) (endgame.clustering.BIRCHClusterer attribute) (endgame.clustering.DBSCANClusterer attribute) (endgame.clustering.DensityPeaksClusterer attribute) (endgame.clustering.FINCHClusterer attribute) (endgame.clustering.GenieClusterer attribute) (endgame.clustering.HDBSCANClusterer attribute) (endgame.clustering.KStarMeansClusterer attribute) (endgame.clustering.MeanShiftClusterer attribute) (endgame.clustering.OPTICSClusterer attribute) (endgame.clustering.SpectralClusterer attribute) n_components_ (endgame.dimensionality_reduction.PCAReducer attribute) n_critical (endgame.automl.GuardrailsReport attribute), [1] n_estimators_ (endgame.models.ObliqueRandomForestRegressor property) (endgame.models.QuantileRegressorForest property) n_evaluated_ (endgame.automl.BaseSearchStrategy attribute) n_features (endgame.benchmark.DatasetInfo attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] n_features_ (endgame.feature_selection.BorutaSelector attribute) (endgame.feature_selection.GeneticSelector attribute) (endgame.feature_selection.RFESelector attribute) (endgame.feature_selection.SequentialSelector attribute) n_features_in_ (endgame.calibration.ConformizedQuantileRegressor attribute) (endgame.models.BARTClassifier attribute) (endgame.models.BARTRegressor attribute) (endgame.models.C50Classifier attribute) (endgame.models.CubistRegressor attribute) (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) (endgame.models.ELMClassifier attribute) (endgame.models.ELMRegressor attribute) (endgame.models.EvolutionaryTreeClassifier attribute) (endgame.models.EvolutionaryTreeRegressor attribute) (endgame.models.FURIAClassifier attribute) (endgame.models.GPClassifier attribute) (endgame.models.GPRegressor attribute) (endgame.models.KNNClassifier attribute) (endgame.models.KNNRegressor attribute) (endgame.models.LDAClassifier attribute) (endgame.models.LinearClassifier attribute) (endgame.models.LinearRegressor attribute) (endgame.models.MARSRegressor attribute) (endgame.models.NaiveBayesClassifier attribute) (endgame.models.NAMClassifier attribute) (endgame.models.NAMRegressor attribute) (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.ObliqueDecisionTreeRegressor attribute) (endgame.models.ObliqueRandomForestRegressor attribute) (endgame.models.OrdinalClassifier attribute) (endgame.models.PRIMClassifier property) (endgame.models.PRIMRegressor attribute) (endgame.models.QDAClassifier attribute) (endgame.models.QuantileRegressorForest attribute) (endgame.models.RDAClassifier attribute) (endgame.models.RuleFitRegressor attribute) (endgame.models.SVMClassifier attribute) (endgame.models.SVMRegressor attribute) (endgame.models.SymbolicRegressor attribute) (endgame.persistence.ModelMetadata attribute), [1] (endgame.preprocessing.AutoImputer attribute) (endgame.preprocessing.BayesianDiscretizer attribute) (endgame.preprocessing.DenoisingAutoEncoder attribute) (endgame.preprocessing.IndicatorImputer attribute) (endgame.preprocessing.KNNImputer attribute) (endgame.preprocessing.MICEImputer attribute) (endgame.preprocessing.MissForestImputer attribute) (endgame.preprocessing.SimpleImputer attribute) (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.semi_supervised.SelfTrainingRegressor attribute) n_features_out_ (endgame.timeseries.HydraTransformer attribute) (endgame.timeseries.MiniRocketTransformer attribute) (endgame.timeseries.RocketTransformer attribute) n_iter_ (endgame.clustering.AffinityPropagationClusterer attribute) (endgame.clustering.FuzzyCMeansClusterer attribute) (endgame.clustering.KMeansClusterer attribute) (endgame.preprocessing.MICEImputer attribute) (endgame.preprocessing.MissForestImputer attribute) (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.semi_supervised.SelfTrainingRegressor attribute) n_jobs (endgame.benchmark.BenchmarkConfig attribute), [1] n_leaves_ (endgame.clustering.AgglomerativeClusterer attribute) n_levels_ (endgame.clustering.FINCHClusterer attribute) n_models_failed (endgame.automl.FitSummary attribute), [1] n_models_trained (endgame.automl.FitSummary attribute), [1] n_nodes_ (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.ObliqueDecisionTreeRegressor attribute) (endgame.signal.WaveletPacketTransformer attribute) n_numerical (endgame.benchmark.DatasetInfo property) n_outputs_ (endgame.ensemble.ClassifierChain attribute) (endgame.ensemble.MultiOutputClassifier attribute) (endgame.ensemble.MultiOutputRegressor attribute) (endgame.ensemble.RegressorChain attribute) n_rules_ (endgame.models.CubistRegressor attribute) (endgame.models.CubistRegressor property) (endgame.models.RuleFitRegressor attribute) n_rules_selected_ (endgame.models.RuleFitRegressor attribute) n_samples (endgame.benchmark.DatasetInfo attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] n_samples_ (endgame.timeseries.BaseForecaster attribute) n_samples_seen_ (endgame.signal.BaseSignalTransformer attribute) n_seeds (endgame.benchmark.LearningCurveConfig attribute) n_splits (endgame.validation.CombinatorialPurgedKFold attribute) (endgame.validation.CombinatorialPurgedKFold property) n_stages_ (endgame.ensemble.CascadeEnsemble attribute) n_support_ (endgame.models.SVMClassifier property) n_test_paths (endgame.validation.CombinatorialPurgedKFold attribute) (endgame.validation.CombinatorialPurgedKFold property) n_train (endgame.benchmark.LearningCurveRecord attribute), [1] n_trials (endgame.utils.SharpeAnalysis attribute), [1] n_warnings (endgame.automl.GuardrailsReport attribute), [1] NaiveBayesClassifier (class in endgame.models) NaiveForecaster (class in endgame.timeseries) NAMClassifier (class in endgame.models) name (endgame.automl.ModelInfo attribute), [1] (endgame.automl.PresetConfig attribute), [1] (endgame.benchmark.DatasetInfo attribute), [1] named_estimators (endgame.ensemble.SuperLearner property) (endgame.ensemble.VotingClassifier property) (endgame.ensemble.VotingRegressor property) NAMRegressor (class in endgame.models) NBEATSForecaster (class in endgame.timeseries) ndcg_at_k() (in module endgame.utils) NearMissUnderSampler (class in endgame.preprocessing) NEATClassifier (class in endgame.models) NEATRegressor (class in endgame.models) NegativeCorrelationEnsemble (class in endgame.ensemble) NeighbourhoodCleaningRule (class in endgame.preprocessing) nemenyi_critical_difference() (endgame.benchmark.ResultsAnalyzer method) NestedCV (class in endgame.validation) NestedCVResult (class in endgame.validation) NetworkDiagramVisualizer (class in endgame.visualization) NeuralKDBClassifier (class in endgame.models) NGBoostClassifier (class in endgame.models) NGBoostRegressor (class in endgame.models) NHITSForecaster (class in endgame.timeseries) NightingaleRoseVisualizer (class in endgame.visualization) NODEClassifier (class in endgame.models) NODERegressor (class in endgame.models) noise_indices_ (endgame.preprocessing.ConfidentLearningFilter attribute) noise_mask_ (endgame.preprocessing.ConfidentLearningFilter attribute) noise_rate_ (endgame.preprocessing.ConfidentLearningFilter attribute) NotchFilter (class in endgame.signal) notes (endgame.automl.ModelInfo attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] null_threshold_ (endgame.feature_selection.NullImportanceSelector property) (endgame.preprocessing.NullImportanceSelector property) NullImportanceSelector (class in endgame.feature_selection) (class in endgame.preprocessing) num_bag_folds (endgame.automl.PresetConfig attribute), [1] num_stack_levels (endgame.automl.PresetConfig attribute), [1] O ObliqueDecisionTreeClassifier (class in endgame.models) ObliqueDecisionTreeRegressor (class in endgame.models) ObliqueRandomForestRegressor (class in endgame.models) OneSidedSelectionUnderSampler (class in endgame.preprocessing) oob_decision_function_ (endgame.ensemble.BaggingClassifier attribute) oob_prediction_ (endgame.ensemble.BaggingRegressor attribute) (endgame.models.ObliqueRandomForestRegressor attribute) (endgame.models.QuantileRegressorForest attribute) oob_score_ (endgame.ensemble.BaggingClassifier attribute) (endgame.ensemble.BaggingRegressor attribute) (endgame.models.ESKDBClassifier attribute) (endgame.models.ObliqueRandomForestRegressor attribute) (endgame.models.QuantileRegressorForest attribute) oof_predictions (endgame.automl.SearchResult attribute), [1] (endgame.quick.QuickResult attribute), [1] (endgame.validation.NestedCVResult attribute), [1] oof_predictions_ (endgame.ensemble.StackingEnsemble attribute) (endgame.ensemble.SuperLearner attribute) openml_id (endgame.benchmark.DatasetInfo attribute), [1] OPTICSClusterer (class in endgame.clustering) optimize() (endgame.tune.OptunaOptimizer method) OptimizedBlender (class in endgame.ensemble) OptunaOptimizer (class in endgame.tune) order_ (endgame.ensemble.ClassifierChain attribute) (endgame.ensemble.RegressorChain attribute) ordering_ (endgame.clustering.OPTICSClusterer attribute) OrdinalClassifier (class in endgame.models) OrdinalRidge (class in endgame.models) outer_scores (endgame.validation.NestedCVResult attribute), [1] output (endgame.automl.StageResult attribute), [1] output_names (endgame.persistence.ModelServer attribute) output_shapes (endgame.persistence.ModelServer property) output_weights_ (endgame.models.ELMClassifier attribute) (endgame.models.ELMRegressor attribute) overconfidence (endgame.calibration.CalibrationReport attribute) OverlapRegionDetector (class in endgame.preprocessing) P p0_calibrator_ (endgame.calibration.VennABERS attribute) p1_calibrator_ (endgame.calibration.VennABERS attribute) p_value (endgame.utils.SharpeAnalysis attribute), [1] PaCMAPReducer (class in endgame.dimensionality_reduction) ParallelCoordinatesVisualizer (class in endgame.visualization) ParametricUMAP (class in endgame.dimensionality_reduction) partial_fit() (endgame.clustering.BIRCHClusterer method) (endgame.clustering.MiniBatchKMeansClusterer method) PartialDependence (class in endgame.explain) passed (endgame.automl.GuardrailsReport attribute), [1] PatchTSTForecaster (class in endgame.timeseries) patterns_ (endgame.signal.CSP attribute) PCAReducer (class in endgame.dimensionality_reduction) PDP2DVisualizer (class in endgame.visualization) PDPVisualizer (class in endgame.visualization) PeakFeatures (class in endgame.signal) peeling_trajectory (endgame.models.PRIMResult attribute), [1] per_class_noise_rate_ (endgame.preprocessing.ConfidentLearningFilter attribute) permutation_entropy() (in module endgame.signal) PermutationEntropy (class in endgame.signal) PermutationImportanceSelector (class in endgame.preprocessing) PermutationSelector (class in endgame.feature_selection) petrosian_fd() (in module endgame.signal) PetrosianFD (class in endgame.signal) phase_locking_value() (in module endgame.signal) PHATEReducer (class in endgame.dimensionality_reduction) pinball_loss() (in module endgame.models) pipeline_config (endgame.benchmark.ExperimentRecord attribute), [1] PipelineConfig (class in endgame.automl) PipelineOrchestrator (class in endgame.automl) PipelineRecommender (class in endgame.benchmark) PipelineResult (class in endgame.automl) PlattScaling (class in endgame.calibration) plot() (endgame.explain.Explanation method) plot_confidence_histogram() (endgame.calibration.CalibrationAnalyzer method) plot_feature() (endgame.explain.PartialDependence method) plot_feature_effects() (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) plot_interaction_matrix() (endgame.explain.FeatureInteraction method) plot_learning_curves() (endgame.benchmark.LearningCurveResults method) plot_optimization_history() (endgame.tune.OptunaOptimizer method) plot_param_importances() (endgame.tune.OptunaOptimizer method) plot_reliability_diagram() (endgame.calibration.CalibrationAnalyzer method) plot_selection_frequencies() (endgame.feature_selection.StabilitySelector method) PLVFeatureExtractor (class in endgame.signal) PortfolioSearch (class in endgame.automl) PowerBlender (class in endgame.ensemble) PRCurveVisualizer (class in endgame.visualization) pred_dist() (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) pred_proba_ (endgame.preprocessing.ConfidentLearningFilter attribute) predict() (endgame.anomaly.GritBotDetector method) (endgame.anomaly.IsolationForestDetector method) (endgame.anomaly.LocalOutlierFactorDetector method) (endgame.anomaly.PyODDetector method) (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.calibration.ConformalClassifier method) (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) (endgame.calibration.VennABERS method) (endgame.clustering.AffinityPropagationClusterer method) (endgame.clustering.AutoCluster method) (endgame.clustering.BIRCHClusterer method) (endgame.clustering.FuzzyCMeansClusterer method) (endgame.clustering.GaussianMixtureClusterer method) (endgame.clustering.KMeansClusterer method) (endgame.clustering.KStarMeansClusterer method) (endgame.clustering.MeanShiftClusterer method) (endgame.clustering.MiniBatchKMeansClusterer method) (endgame.ensemble.AdaBoostClassifier method) (endgame.ensemble.AdaBoostRegressor method) (endgame.ensemble.BaggingClassifier method) (endgame.ensemble.BaggingRegressor method) (endgame.ensemble.BayesianModelAveraging method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.CascadeEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.HillClimbingEnsemble method) (endgame.ensemble.KnowledgeDistiller method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.MultiOutputRegressor method) (endgame.ensemble.NegativeCorrelationEnsemble method) (endgame.ensemble.OptimizedBlender method) (endgame.ensemble.PowerBlender method) (endgame.ensemble.RankAverageBlender method) (endgame.ensemble.RegressorChain method) (endgame.ensemble.SnapshotEnsemble method) (endgame.ensemble.StackingEnsemble method) (endgame.ensemble.SuperLearner method) (endgame.ensemble.ThresholdOptimizer method) (endgame.ensemble.VotingClassifier method) (endgame.ensemble.VotingRegressor method) (endgame.fairness.CalibratedEqOdds method) (endgame.fairness.ExponentiatedGradient method) (endgame.models.BARTClassifier method) (endgame.models.BARTRegressor method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.CubistRegressor method) (endgame.models.EBMClassifier method) (endgame.models.EBMRegressor method) (endgame.models.ELMClassifier method) (endgame.models.ELMRegressor method) (endgame.models.EmbeddingMLPClassifier method) (endgame.models.EmbeddingMLPRegressor method) (endgame.models.EvolutionaryTreeClassifier method) (endgame.models.EvolutionaryTreeRegressor method) (endgame.models.FTTransformerClassifier method) (endgame.models.FTTransformerRegressor method) (endgame.models.FURIAClassifier method) (endgame.models.GBDTWrapper method) (endgame.models.GPClassifier method) (endgame.models.GPRegressor method) (endgame.models.KNNClassifier method) (endgame.models.KNNRegressor method) (endgame.models.LDAClassifier method) (endgame.models.LinearClassifier method) (endgame.models.LinearRegressor method) (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) (endgame.models.MLPClassifier method) (endgame.models.MLPRegressor method) (endgame.models.ModernNCAClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) (endgame.models.NEATClassifier method) (endgame.models.NEATRegressor method) (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) (endgame.models.NODEClassifier method) (endgame.models.NODERegressor method) (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) (endgame.models.ObliqueRandomForestRegressor method) (endgame.models.OrdinalClassifier method) (endgame.models.PRIMClassifier method) (endgame.models.PRIMRegressor method) (endgame.models.QDAClassifier method) (endgame.models.QuantileRegressorForest method) (endgame.models.RDAClassifier method) (endgame.models.RotationForestClassifier method) (endgame.models.RotationForestRegressor method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.models.SAINTClassifier method) (endgame.models.SAINTRegressor method) (endgame.models.SVMClassifier method) (endgame.models.SVMRegressor method) (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) (endgame.models.TabNetClassifier method) (endgame.models.TabNetRegressor method) (endgame.models.TensorNEATClassifier method) (endgame.models.TensorNEATRegressor method) (endgame.persistence.ModelServer method) (endgame.preprocessing.TargetQuantileTransformer method) (endgame.preprocessing.TargetTransformer method) (endgame.semi_supervised.SelfTrainingClassifier method) (endgame.semi_supervised.SelfTrainingRegressor method) (endgame.timeseries.BaseForecaster method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.ForecasterMixin method) (endgame.timeseries.HydraClassifier method) (endgame.timeseries.HydraMiniRocketClassifier method) (endgame.timeseries.MiniRocketClassifier method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.MSTLForecaster method) (endgame.timeseries.MultiRocketClassifier method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.RocketClassifier method) (endgame.timeseries.SeasonalNaiveForecaster method) (endgame.timeseries.ThetaForecaster method) predict_confidence() (endgame.anomaly.PyODDetector method) predict_distilled() (endgame.automl.TabularPredictor method) predict_interval() (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) (endgame.models.BARTRegressor method) (endgame.models.GPRegressor method) (endgame.models.NGBoostRegressor method) (endgame.models.QuantileRegressorForest method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.ForecasterMixin method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.SeasonalNaiveForecaster method) predict_log_proba() (endgame.models.LDAClassifier method) (endgame.models.LinearClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.QDAClassifier method) (endgame.models.RDAClassifier method) (endgame.models.RuleFitClassifier method) (endgame.semi_supervised.SelfTrainingClassifier method) predict_mean() (endgame.models.QuantileRegressorForest method) predict_membership() (endgame.models.PRIMRegressor method) predict_memberships() (endgame.clustering.FuzzyCMeansClusterer method) predict_point() (endgame.calibration.ConformalClassifier method) predict_proba() (endgame.anomaly.PyODDetector method) (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.calibration.ConformalClassifier method) (endgame.calibration.VennABERS method) (endgame.clustering.GaussianMixtureClusterer method) (endgame.ensemble.AdaBoostClassifier method) (endgame.ensemble.BaggingClassifier method) (endgame.ensemble.BayesianModelAveraging method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.CascadeEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.KnowledgeDistiller method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.SnapshotEnsemble method) (endgame.ensemble.StackingEnsemble method) (endgame.ensemble.SuperLearner method) (endgame.ensemble.VotingClassifier method) (endgame.fairness.CalibratedEqOdds method) (endgame.fairness.ExponentiatedGradient method) (endgame.models.BARTClassifier method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.EBMCClassifier method) (endgame.models.EBMClassifier method) (endgame.models.ELMClassifier method) (endgame.models.EmbeddingMLPClassifier method) (endgame.models.ESKDBClassifier method) (endgame.models.EvolutionaryTreeClassifier method) (endgame.models.FTTransformerClassifier method) (endgame.models.FURIAClassifier method) (endgame.models.GBDTWrapper method) (endgame.models.GPClassifier method) (endgame.models.KDBClassifier method) (endgame.models.KNNClassifier method) (endgame.models.LDAClassifier method) (endgame.models.LinearClassifier method) (endgame.models.MARSClassifier method) (endgame.models.MLPClassifier method) (endgame.models.ModernNCAClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.NAMClassifier method) (endgame.models.NEATClassifier method) (endgame.models.NeuralKDBClassifier method) (endgame.models.NGBoostClassifier method) (endgame.models.NODEClassifier method) (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.OrdinalClassifier method) (endgame.models.PRIMClassifier method) (endgame.models.QDAClassifier method) (endgame.models.RDAClassifier method) (endgame.models.RotationForestClassifier method) (endgame.models.RuleFitClassifier method) (endgame.models.SAINTClassifier method) (endgame.models.SVMClassifier method) (endgame.models.SymbolicClassifier method) (endgame.models.TabNetClassifier method) (endgame.models.TANClassifier method) (endgame.models.TensorNEATClassifier method) (endgame.persistence.ModelServer method) (endgame.preprocessing.TargetTransformer method) (endgame.semi_supervised.SelfTrainingClassifier method) (endgame.timeseries.HydraClassifier method) (endgame.timeseries.HydraMiniRocketClassifier method) (endgame.timeseries.MiniRocketClassifier method) (endgame.timeseries.MultiRocketClassifier method) (endgame.timeseries.RocketClassifier method) predict_proba_interval() (endgame.calibration.VennABERS method) predict_quantiles() (endgame.calibration.ConformizedQuantileRegressor method) (endgame.models.QuantileRegressorForest method) (endgame.timeseries.ForecasterMixin method) predict_raw() (endgame.persistence.ModelServer method) predict_sets() (endgame.automl.TabularPredictor method) predict_std() (endgame.models.BARTRegressor method) (endgame.models.NGBoostRegressor method) (endgame.models.QuantileRegressorForest method) predict_time (endgame.automl.SearchResult attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] predictor_ (endgame.automl.AutoMLPredictor attribute) preprocessing (endgame.automl.PipelineConfig attribute), [1] PresetConfig (class in endgame.automl) PRIMClassifier (class in endgame.models) PRIMRegressor (class in endgame.models) PRIMResult (class in endgame.models) probabilistic_sharpe (endgame.utils.SharpeAnalysis attribute), [1] probabilistic_sharpe_ratio() (in module endgame.utils) probabilities_ (endgame.clustering.GaussianMixtureClusterer attribute) (endgame.clustering.HDBSCANClusterer attribute) problem_type_ (endgame.automl.AutoMLPredictor property) (endgame.automl.BasePredictor attribute) (endgame.automl.TabularPredictor attribute) profile() (endgame.benchmark.MetaProfiler method) profile_datasets (endgame.benchmark.BenchmarkConfig attribute), [1] profile_groups (endgame.benchmark.BenchmarkConfig attribute), [1] pruning_record_ (endgame.models.MARSRegressor attribute) pseudo_labels_ (endgame.semi_supervised.SelfTrainingClassifier attribute) (endgame.semi_supervised.SelfTrainingRegressor attribute) PurgedTimeSeriesSplit (class in endgame.validation) pvalues_ (endgame.feature_selection.PermutationSelector attribute) (endgame.feature_selection.UnivariateSelector attribute) PyODDetector (class in endgame.anomaly) python_version (endgame.persistence.ModelMetadata attribute), [1] Q QDAClassifier (class in endgame.models) qt_ (endgame.preprocessing.TargetQuantileTransformer attribute) (endgame.preprocessing.TargetTransformer attribute) quadratic_weighted_kappa() (in module endgame.utils) quality_warnings (endgame.automl.AutoMLReport attribute), [1] QualityGuardrailsExecutor (class in endgame.automl) quantile_ (endgame.calibration.ConformalClassifier attribute) (endgame.calibration.ConformalRegressor attribute) (endgame.calibration.ConformizedQuantileRegressor attribute) quantile_estimator_ (endgame.calibration.ConformizedQuantileRegressor attribute) QuantileRegressorForest (class in endgame.models) quick_benchmark() (in module endgame.benchmark) quick_learning_curve() (in module endgame.benchmark) QuickResult (class in endgame.quick) R RadarChartVisualizer (class in endgame.visualization) RadialBarVisualizer (class in endgame.visualization) random_state (endgame.benchmark.BenchmarkConfig attribute), [1] (endgame.benchmark.LearningCurveConfig attribute) RandomizedPCA (class in endgame.dimensionality_reduction) RandomOverSampler (class in endgame.preprocessing) RandomUnderSampler (class in endgame.preprocessing) rank_models() (endgame.benchmark.ResultsAnalyzer method) RankAverageBlender (class in endgame.ensemble) RankFeatures (class in endgame.preprocessing) ranking_ (endgame.feature_selection.BorutaSelector attribute) (endgame.feature_selection.MRMRSelector attribute) (endgame.feature_selection.ReliefFSelector attribute) (endgame.feature_selection.RFESelector attribute) RankingMethod (class in endgame.benchmark) RDAClassifier (class in endgame.models) reachability_ (endgame.clustering.OPTICSClusterer attribute) recommend() (endgame.benchmark.MetaLearner method) recommend_from_features() (endgame.benchmark.MetaLearner method) recommend_pipeline() (endgame.benchmark.PipelineRecommender method) reconstruct() (endgame.dimensionality_reduction.VAEReducer method) (endgame.preprocessing.DenoisingAutoEncoder method) reconstruct_from_dwt() (in module endgame.signal) reconstruction_error() (endgame.dimensionality_reduction.VAEReducer method) (endgame.preprocessing.DenoisingAutoEncoder method) reconstruction_loss_ (endgame.dimensionality_reduction.VAEReducer attribute) records (endgame.benchmark.ExperimentTracker property) (endgame.benchmark.LearningCurveResults attribute), [1] redistribute() (endgame.automl.TimeBudgetManager method) redistribute_remaining() (endgame.automl.TimeBudgetManager method) reference_ (endgame.signal.TangentSpace attribute) refit_full() (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) register_model() (in module endgame.automl) regress() (in module endgame.quick) RegressionReport (class in endgame.visualization) regressor_ (endgame.preprocessing.TargetQuantileTransformer attribute) (endgame.preprocessing.TargetTransformer attribute) RegressorChain (class in endgame.ensemble) rejected_features_ (endgame.feature_selection.BorutaSelector attribute) relevance_scores_ (endgame.feature_selection.MRMRSelector attribute) reliability (endgame.calibration.CalibrationReport attribute) ReliefFSelector (class in endgame.feature_selection) remaining_budget() (endgame.automl.TimeBudgetManager method) RepeatedStratifiedGroupKFold (class in endgame.validation) report() (endgame.automl.TabularPredictor method) ReportGenerator (class in endgame.automl) require_interpretable (endgame.automl.DeploymentConstraints attribute) required_packages (endgame.automl.ModelInfo attribute) requires_julia (endgame.automl.ModelInfo attribute), [1] requires_torch (endgame.automl.ModelInfo attribute), [1] reset() (endgame.automl.BaseSearchStrategy method) resolution (endgame.calibration.CalibrationReport attribute) result_ (endgame.models.PRIMRegressor attribute) results (endgame.quick.ComparisonResult attribute), [1] results_ (endgame.automl.BaseSearchStrategy attribute) ResultsAnalyzer (class in endgame.benchmark) ReweighingPreprocessor (class in endgame.fairness) RFESelector (class in endgame.feature_selection) rho_ (endgame.clustering.DensityPeaksClusterer attribute) RidgelinePlotVisualizer (class in endgame.visualization) rmsse() (in module endgame.timeseries) ROCCurveVisualizer (class in endgame.visualization) RocketClassifier (class in endgame.timeseries) RocketTransformer (class in endgame.timeseries) RollingFeatures (class in endgame.preprocessing) RotationForestClassifier (class in endgame.models) RotationForestRegressor (class in endgame.models) rsq_ (endgame.models.MARSRegressor attribute) rule_coef_ (endgame.models.RuleFitRegressor attribute) rule_ensemble_ (endgame.models.RuleFitRegressor attribute) RuleFitClassifier (class in endgame.models) RuleFitRegressor (class in endgame.models) rules_ (endgame.models.FURIAClassifier attribute) (endgame.models.RuleFitRegressor attribute) run() (endgame.automl.PipelineOrchestrator method) (endgame.benchmark.BenchmarkRunner method) (endgame.benchmark.LearningCurveExperiment method) S SafeTargetEncoder (class in endgame.preprocessing) SAINTClassifier (class in endgame.models) SAINTRegressor (class in endgame.models) sample() (endgame.dimensionality_reduction.VAEReducer method) sample_entropy() (in module endgame.signal) sample_y() (endgame.models.GPRegressor method) SampleEntropy (class in endgame.signal) sampler_ (endgame.preprocessing.AutoBalancer attribute) (endgame.preprocessing.SMOTEResampler attribute) sampling_strategy_ (endgame.preprocessing.SMOTEResampler attribute) SankeyVisualizer (class in endgame.visualization) save() (endgame.automl.AutoMLPredictor method) (endgame.automl.BasePredictor method) (endgame.benchmark.ExperimentTracker method) (endgame.benchmark.LearningCurveResults method) (endgame.fairness.FairnessReport method) (endgame.visualization.BaseVisualizer method) (endgame.visualization.ClassificationReport method) (endgame.visualization.RegressionReport method) (endgame.visualization.TreeVisualizer method), [1] (in module endgame.persistence) save_html() (endgame.automl.AutoMLReport method) save_to_master() (endgame.benchmark.ExperimentTracker method) SavgolFilter (class in endgame.signal) scaler_ (endgame.preprocessing.DenoisingAutoEncoder attribute) scales_ (endgame.signal.CWTTransformer attribute) ScatterplotVisualizer (class in endgame.visualization) score (endgame.anomaly.Anomaly attribute) (endgame.automl.PipelineResult attribute), [1] (endgame.automl.SearchResult attribute), [1] score() (endgame.calibration.ConformizedQuantileRegressor method) (endgame.clustering.GaussianMixtureClusterer method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.MultiOutputRegressor method) (endgame.ensemble.RegressorChain method) (endgame.ensemble.StackingEnsemble method) (endgame.models.GBDTWrapper method) (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) (endgame.models.PRIMClassifier method) (endgame.models.PRIMRegressor method) (endgame.timeseries.BaseForecaster method) (endgame.timeseries.HydraClassifier method) (endgame.timeseries.HydraMiniRocketClassifier method) (endgame.timeseries.MiniRocketClassifier method) (endgame.timeseries.MultiRocketClassifier method) (endgame.timeseries.RocketClassifier method) SCORE_FUNCS (endgame.feature_selection.UnivariateSelector attribute) score_samples() (endgame.anomaly.IsolationForestDetector method) (endgame.anomaly.LocalOutlierFactorDetector method) scores (endgame.automl.PipelineResult attribute), [1] (endgame.automl.SearchResult attribute), [1] scores_ (endgame.feature_selection.SequentialSelector attribute) (endgame.feature_selection.UnivariateSelector attribute) scoring (endgame.validation.NestedCVResult attribute), [1] scoring_classification (endgame.benchmark.BenchmarkConfig attribute), [1] scoring_regression (endgame.benchmark.BenchmarkConfig attribute), [1] SearchResult (class in endgame.automl) SeasonalNaiveForecaster (class in endgame.timeseries) seed (endgame.benchmark.LearningCurveRecord attribute), [1] seed_everything() (in module endgame.utils) SeedEverything (class in endgame.utils) select_n_components() (endgame.clustering.GaussianMixtureClusterer method) selected_box (endgame.models.PRIMResult attribute), [1] selected_features_ (endgame.feature_selection.BorutaSelector attribute) (endgame.feature_selection.CorrelationSelector attribute) (endgame.feature_selection.GeneticSelector attribute) (endgame.feature_selection.KnockoffSelector attribute) (endgame.feature_selection.MRMRSelector attribute) (endgame.feature_selection.NullImportanceSelector property) (endgame.feature_selection.PermutationSelector attribute) (endgame.feature_selection.ReliefFSelector attribute) (endgame.feature_selection.RFESelector attribute) (endgame.feature_selection.SequentialSelector attribute) (endgame.feature_selection.SHAPSelector attribute) (endgame.feature_selection.StabilitySelector attribute) (endgame.feature_selection.TreeImportanceSelector attribute) (endgame.feature_selection.UnivariateSelector attribute) (endgame.models.EBMCClassifier attribute) (endgame.preprocessing.NullImportanceSelector property) (endgame.preprocessing.PermutationImportanceSelector property) (endgame.timeseries.TSFreshFeatureExtractor attribute) selected_idx (endgame.models.PRIMResult attribute), [1] selected_method_ (endgame.clustering.AutoCluster attribute) selected_strategy_ (endgame.preprocessing.AutoBalancer attribute) (endgame.preprocessing.AutoImputer attribute) selection_frequencies_ (endgame.feature_selection.StabilitySelector attribute) selection_history_ (endgame.ensemble.HillClimbingEnsemble attribute) SelfTrainingClassifier (class in endgame.semi_supervised) SelfTrainingRegressor (class in endgame.semi_supervised) SequentialSelector (class in endgame.feature_selection) session (endgame.persistence.ModelServer attribute) set_experiment() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) set_fit_request() (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.calibration.BetaCalibration method) (endgame.calibration.ConformalClassifier method) (endgame.calibration.ConformalRegressor method) (endgame.calibration.ConformizedQuantileRegressor method) (endgame.calibration.HistogramBinning method) (endgame.calibration.IsotonicCalibration method) (endgame.calibration.PlattScaling method) (endgame.calibration.TemperatureScaling method) (endgame.calibration.VennABERS method) (endgame.ensemble.AdaBoostClassifier method) (endgame.ensemble.AdaBoostRegressor method) (endgame.ensemble.BaggingClassifier method) (endgame.ensemble.BaggingRegressor method) (endgame.ensemble.BayesianModelAveraging method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.CascadeEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.HillClimbingEnsemble method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.MultiOutputRegressor method) (endgame.ensemble.NegativeCorrelationEnsemble method) (endgame.ensemble.OptimizedBlender method) (endgame.ensemble.PowerBlender method) (endgame.ensemble.RankAverageBlender method) (endgame.ensemble.RegressorChain method) (endgame.ensemble.StackingEnsemble method) (endgame.ensemble.SuperLearner method) (endgame.ensemble.ThresholdOptimizer method) (endgame.ensemble.VotingClassifier method) (endgame.ensemble.VotingRegressor method) (endgame.fairness.CalibratedEqOdds method) (endgame.fairness.ExponentiatedGradient method) (endgame.fairness.ReweighingPreprocessor method) (endgame.feature_selection.AdversarialFeatureSelector method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.CatBoostWrapper method) (endgame.models.CubistRegressor method) (endgame.models.EBMClassifier method) (endgame.models.EBMRegressor method) (endgame.models.EmbeddingMLPClassifier method) (endgame.models.EmbeddingMLPRegressor method) (endgame.models.FTTransformerClassifier method) (endgame.models.FTTransformerRegressor method) (endgame.models.FURIAClassifier method) (endgame.models.GBDTWrapper method) (endgame.models.LAD method) (endgame.models.LGBMWrapper method) (endgame.models.LinearClassifier method) (endgame.models.LinearRegressor method) (endgame.models.LogisticAT method) (endgame.models.LogisticIT method) (endgame.models.LogisticSE method) (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) (endgame.models.MLPClassifier method) (endgame.models.MLPRegressor method) (endgame.models.ModernNCAClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) (endgame.models.NeuralKDBClassifier method) (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) (endgame.models.NODEClassifier method) (endgame.models.NODERegressor method) (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) (endgame.models.ObliqueRandomForestRegressor method) (endgame.models.OrdinalClassifier method) (endgame.models.OrdinalRidge method) (endgame.models.PRIMClassifier method) (endgame.models.PRIMRegressor method) (endgame.models.QuantileRegressorForest method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.models.SAINTClassifier method) (endgame.models.SAINTRegressor method) (endgame.models.SVMClassifier method) (endgame.models.SVMRegressor method) (endgame.models.TabNetClassifier method) (endgame.models.TabNetRegressor method) (endgame.models.XGBWrapper method) (endgame.preprocessing.AdversarialFeatureSelector method) (endgame.signal.TangentSpace method) (endgame.timeseries.DLinearForecaster method) (endgame.timeseries.NBEATSForecaster method) (endgame.timeseries.NHITSForecaster method) (endgame.timeseries.PatchTSTForecaster method) (endgame.timeseries.TFTForecaster method) (endgame.timeseries.TimesNetForecaster method) (endgame.validation.AdversarialKFold method) set_inverse_transform_request() (endgame.dimensionality_reduction.VAEReducer method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.signal.DWTTransformer method) set_params() (endgame.models.CubistRegressor method) (endgame.models.GBDTWrapper method) set_predict_proba_request() (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.models.GPClassifier method) set_predict_request() (endgame.automl.BasePredictor method) (endgame.automl.TabularPredictor method) (endgame.ensemble.HillClimbingEnsemble method) (endgame.ensemble.OptimizedBlender method) (endgame.ensemble.PowerBlender method) (endgame.ensemble.RankAverageBlender method) (endgame.ensemble.ThresholdOptimizer method) (endgame.fairness.CalibratedEqOdds method) (endgame.models.GPRegressor method) (endgame.models.SymbolicRegressor method) (endgame.timeseries.AutoARIMAForecaster method) (endgame.timeseries.AutoETSForecaster method) (endgame.timeseries.AutoThetaForecaster method) (endgame.timeseries.BaseForecaster method) (endgame.timeseries.CESForecaster method) (endgame.timeseries.DLinearForecaster method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.MSTLForecaster method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.NBEATSForecaster method) (endgame.timeseries.NHITSForecaster method) (endgame.timeseries.PatchTSTForecaster method) (endgame.timeseries.SeasonalNaiveForecaster method) (endgame.timeseries.TFTForecaster method) (endgame.timeseries.ThetaForecaster method) (endgame.timeseries.TimesNetForecaster method) set_score_request() (endgame.calibration.ConformalClassifier method) (endgame.calibration.ConformalRegressor method) (endgame.calibration.VennABERS method) (endgame.ensemble.AdaBoostClassifier method) (endgame.ensemble.AdaBoostRegressor method) (endgame.ensemble.BaggingClassifier method) (endgame.ensemble.BaggingRegressor method) (endgame.ensemble.BlendingEnsemble method) (endgame.ensemble.CascadeEnsemble method) (endgame.ensemble.ClassifierChain method) (endgame.ensemble.MultiOutputClassifier method) (endgame.ensemble.MultiOutputRegressor method) (endgame.ensemble.NegativeCorrelationEnsemble method) (endgame.ensemble.RegressorChain method) (endgame.ensemble.StackingEnsemble method) (endgame.ensemble.VotingClassifier method) (endgame.ensemble.VotingRegressor method) (endgame.fairness.CalibratedEqOdds method) (endgame.fairness.ExponentiatedGradient method) (endgame.models.BARTClassifier method) (endgame.models.BARTRegressor method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.CatBoostWrapper method) (endgame.models.CubistRegressor method) (endgame.models.EBMClassifier method) (endgame.models.EBMRegressor method) (endgame.models.ELMClassifier method) (endgame.models.ELMRegressor method) (endgame.models.EmbeddingMLPClassifier method) (endgame.models.EmbeddingMLPRegressor method) (endgame.models.EvolutionaryTreeClassifier method) (endgame.models.EvolutionaryTreeRegressor method) (endgame.models.FTTransformerClassifier method) (endgame.models.FTTransformerRegressor method) (endgame.models.FURIAClassifier method) (endgame.models.GBDTWrapper method) (endgame.models.GPClassifier method) (endgame.models.GPRegressor method) (endgame.models.KNNClassifier method) (endgame.models.KNNRegressor method) (endgame.models.LAD method) (endgame.models.LDAClassifier method) (endgame.models.LGBMWrapper method) (endgame.models.LinearClassifier method) (endgame.models.LinearRegressor method) (endgame.models.LogisticAT method) (endgame.models.LogisticIT method) (endgame.models.LogisticSE method) (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) (endgame.models.MLPClassifier method) (endgame.models.MLPRegressor method) (endgame.models.ModernNCAClassifier method) (endgame.models.NaiveBayesClassifier method) (endgame.models.NAMClassifier method) (endgame.models.NAMRegressor method) (endgame.models.NEATClassifier method) (endgame.models.NEATRegressor method) (endgame.models.NGBoostClassifier method) (endgame.models.NGBoostRegressor method) (endgame.models.NODEClassifier method) (endgame.models.NODERegressor method) (endgame.models.ObliqueDecisionTreeClassifier method) (endgame.models.ObliqueDecisionTreeRegressor method) (endgame.models.ObliqueRandomForestRegressor method) (endgame.models.OrdinalClassifier method) (endgame.models.OrdinalRidge method) (endgame.models.QDAClassifier method) (endgame.models.QuantileRegressorForest method) (endgame.models.RDAClassifier method) (endgame.models.RotationForestClassifier method) (endgame.models.RotationForestRegressor method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.models.SAINTClassifier method) (endgame.models.SAINTRegressor method) (endgame.models.SVMClassifier method) (endgame.models.SVMRegressor method) (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) (endgame.models.TabNetClassifier method) (endgame.models.TabNetRegressor method) (endgame.models.TensorNEATClassifier method) (endgame.models.TensorNEATRegressor method) (endgame.models.XGBWrapper method) (endgame.preprocessing.TargetQuantileTransformer method) (endgame.preprocessing.TargetTransformer method) (endgame.semi_supervised.SelfTrainingClassifier method) (endgame.semi_supervised.SelfTrainingRegressor method) (endgame.timeseries.AutoARIMAForecaster method) (endgame.timeseries.AutoETSForecaster method) (endgame.timeseries.AutoThetaForecaster method) (endgame.timeseries.BaseForecaster method) (endgame.timeseries.CESForecaster method) (endgame.timeseries.DLinearForecaster method) (endgame.timeseries.DriftForecaster method) (endgame.timeseries.ExponentialSmoothingForecaster method) (endgame.timeseries.MovingAverageForecaster method) (endgame.timeseries.MSTLForecaster method) (endgame.timeseries.NaiveForecaster method) (endgame.timeseries.NBEATSForecaster method) (endgame.timeseries.NHITSForecaster method) (endgame.timeseries.PatchTSTForecaster method) (endgame.timeseries.SeasonalNaiveForecaster method) (endgame.timeseries.TFTForecaster method) (endgame.timeseries.ThetaForecaster method) (endgame.timeseries.TimesNetForecaster method) set_split_request() (endgame.validation.AdversarialKFold method) set_transform_request() (endgame.calibration.BetaCalibration method) (endgame.calibration.HistogramBinning method) (endgame.calibration.IsotonicCalibration method) (endgame.calibration.PlattScaling method) (endgame.calibration.TemperatureScaling method) (endgame.ensemble.ThresholdOptimizer method) (endgame.fairness.ReweighingPreprocessor method) (endgame.signal.TangentSpace method) severity (endgame.automl.DataQualityWarning attribute), [1] shap_values_ (endgame.feature_selection.SHAPSelector attribute) SHAPExplainer (class in endgame.explain) SHAPSelector (class in endgame.feature_selection) sharpe_ratio (endgame.utils.SharpeAnalysis attribute), [1] sharpe_ratio() (in module endgame.utils) sharpe_ratio_std() (in module endgame.utils) SharpeAnalysis (class in endgame.utils) should_stop() (endgame.automl.BaseSearchStrategy method) show_explanation() (in module endgame.models) SignalMixin (class in endgame.signal) SimpleImputer (class in endgame.preprocessing) SimplicialSMOTE (class in endgame.preprocessing) skewness (endgame.utils.SharpeAnalysis attribute), [1] skip_completed (endgame.benchmark.BenchmarkConfig attribute), [1] SlidingWindowCV (class in endgame.timeseries) smape() (in module endgame.timeseries) SMOTEENNResampler (class in endgame.preprocessing) SMOTEResampler (class in endgame.preprocessing) SMOTETomekResampler (class in endgame.preprocessing) SnapshotEnsemble (class in endgame.ensemble) snapshots_ (endgame.ensemble.SnapshotEnsemble attribute) source (endgame.benchmark.DatasetInfo attribute), [1] spectral_entropy() (in module endgame.signal) SpectralClusterer (class in endgame.clustering) SpectralEntropy (class in endgame.signal) SpectralFeatureExtractor (class in endgame.signal) SpikeFeatures (class in endgame.signal) SpiralPlotVisualizer (class in endgame.visualization) split() (endgame.timeseries.BlockedTimeSeriesSplit method) (endgame.timeseries.ExpandingWindowCV method) (endgame.timeseries.SlidingWindowCV method) (endgame.validation.AdversarialKFold method) (endgame.validation.CombinatorialPurgedKFold method) (endgame.validation.MultilabelStratifiedKFold method) (endgame.validation.PurgedTimeSeriesSplit method) (endgame.validation.RepeatedStratifiedGroupKFold method) (endgame.validation.StratifiedGroupKFold method) StabilitySelector (class in endgame.feature_selection) StackingEnsemble (class in endgame.ensemble) stage_name (endgame.automl.StageResult attribute), [1] stage_results (endgame.automl.PipelineResult attribute), [1] stage_results_ (endgame.automl.PipelineOrchestrator attribute) stage_scores_ (endgame.ensemble.CascadeEnsemble attribute) stage_summary (endgame.automl.AutoMLReport attribute), [1] stage_times (endgame.automl.FitSummary attribute), [1] StageResult (class in endgame.automl) stages_ (endgame.ensemble.CascadeEnsemble attribute) start() (endgame.automl.TimeBudgetManager method) start_run() (endgame.tracking.ConsoleLogger method) (endgame.tracking.ExperimentLogger method) StatisticalFeatures (class in endgame.signal) statistics_ (endgame.feature_selection.KnockoffSelector attribute) (endgame.preprocessing.IndicatorImputer attribute) (endgame.preprocessing.SimpleImputer attribute) status (endgame.benchmark.ExperimentRecord attribute), [1] (endgame.benchmark.LearningCurveRecord attribute), [1] std_score (endgame.validation.NestedCVResult attribute), [1] StratifiedGroupKFold (class in endgame.validation) StreamGraphVisualizer (class in endgame.visualization) structure_ (endgame.models.AutoSLE attribute) (endgame.models.EBMCClassifier attribute) (endgame.models.NeuralKDBClassifier attribute) (endgame.models.TANClassifier attribute) student_ (endgame.ensemble.KnowledgeDistiller attribute) student_score_ (endgame.ensemble.KnowledgeDistiller attribute) study_ (endgame.ensemble.OptimizedBlender attribute) (endgame.tune.OptunaOptimizer attribute) subcluster_centers_ (endgame.clustering.BIRCHClusterer attribute) SubmissionHelper (class in endgame.utils) success (endgame.automl.SearchResult attribute), [1] (endgame.automl.StageResult attribute), [1] suggest() (endgame.automl.BaseSearchStrategy method) (endgame.automl.PortfolioSearch method) suggest_features_to_drop() (endgame.validation.AdversarialValidator method) suite (endgame.benchmark.BenchmarkConfig attribute), [1] SuiteLoader (class in endgame.benchmark) summary (endgame.automl.AutoMLReport attribute), [1] summary() (endgame.benchmark.ExperimentTracker method) (endgame.benchmark.LearningCurveResults method) (endgame.models.C50Classifier method) (endgame.models.C50Ensemble method) (endgame.models.MARSClassifier method) (endgame.models.MARSRegressor method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) summary_table() (endgame.benchmark.ResultsAnalyzer method) SunburstVisualizer (class in endgame.visualization) SuperLearner (class in endgame.ensemble) support (endgame.models.Box attribute), [1] (endgame.models.FuzzyRule attribute) support_vectors_ (endgame.models.SVMClassifier attribute) (endgame.models.SVMClassifier property) (endgame.models.SVMRegressor property) supports_feature_importance (endgame.automl.ModelInfo attribute), [1] supports_gpu (endgame.automl.ModelInfo attribute), [1] supports_sample_weight (endgame.automl.ModelInfo attribute), [1] svd_entropy() (in module endgame.signal) SVDEntropy (class in endgame.signal) SVMClassifier (class in endgame.models) SVMRegressor (class in endgame.models) SVMSMOTEResampler (class in endgame.preprocessing) SymbolicClassifier (class in endgame.models) SymbolicRegressor (class in endgame.models) sympy() (endgame.models.SymbolicClassifier method) (endgame.models.SymbolicRegressor method) T TabDDPMResampler (class in endgame.preprocessing) TabNetClassifier (class in endgame.models) TabNetRegressor (class in endgame.models) TabSynResampler (class in endgame.preprocessing) TabularPredictor (class in endgame.automl) tags (endgame.benchmark.ExperimentRecord attribute), [1] TANClassifier (class in endgame.models) TangentSpace (class in endgame.signal) TargetQuantileTransformer (class in endgame.preprocessing) TargetTransformer (class in endgame.preprocessing) task_type (endgame.benchmark.DatasetInfo attribute), [1] (endgame.benchmark.ExperimentRecord attribute), [1] task_type_ (endgame.automl.DataLoader attribute) task_types (endgame.automl.ModelInfo attribute), [1] teacher_score_ (endgame.ensemble.KnowledgeDistiller attribute) temperature_ (endgame.calibration.TemperatureScaling attribute) TemperatureScaling (class in endgame.calibration) TemporalFeatures (class in endgame.preprocessing) TensorNEATClassifier (class in endgame.models) TensorNEATRegressor (class in endgame.models) tentative_features_ (endgame.feature_selection.BorutaSelector attribute) term_features_ (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) term_scores_ (endgame.models.EBMClassifier attribute) (endgame.models.EBMRegressor attribute) termination_condition_ (endgame.semi_supervised.SelfTrainingClassifier attribute) test_fraction (endgame.benchmark.LearningCurveConfig attribute) TFTForecaster (class in endgame.timeseries) theta_ (endgame.models.OrdinalClassifier attribute) (endgame.models.OrdinalClassifier property) ThetaForecaster (class in endgame.timeseries) threshold_ (endgame.anomaly.IsolationForestDetector attribute) (endgame.anomaly.LocalOutlierFactorDetector attribute) (endgame.anomaly.PyODDetector attribute) (endgame.ensemble.ThresholdOptimizer attribute) (endgame.feature_selection.KnockoffSelector attribute) (endgame.feature_selection.TreeImportanceSelector attribute) ThresholdOptimizer (class in endgame.ensemble) thresholds_ (endgame.fairness.CalibratedEqOdds attribute) time_allocations (endgame.automl.PresetConfig attribute), [1] time_manager_ (endgame.automl.PipelineOrchestrator attribute) TimeBudgetManager (class in endgame.automl) TimeDomainFeatures (class in endgame.signal) timeout_per_fit (endgame.benchmark.BenchmarkConfig attribute), [1] (endgame.benchmark.LearningCurveConfig attribute) TimeSeriesFeatureExtractor (class in endgame.timeseries) TimesNetForecaster (class in endgame.timeseries) timestamp (endgame.benchmark.ExperimentRecord attribute), [1] to_array() (endgame.benchmark.MetaFeatureSet method) to_csv() (endgame.utils.SubmissionHelper method) to_dataframe() (endgame.benchmark.ExperimentTracker method) (endgame.benchmark.LearningCurveResults method) (endgame.explain.Explanation method) to_dict() (endgame.automl.AutoMLReport method) (endgame.automl.PipelineConfig method) (endgame.benchmark.ExperimentRecord method) (endgame.benchmark.MetaFeatureSet method) (endgame.persistence.ModelMetadata method) to_dict_list() (endgame.benchmark.ExperimentTracker method) to_html() (endgame.automl.AutoMLReport method) to_json() (endgame.visualization.BaseVisualizer method) (endgame.visualization.TreeVisualizer method), [1] to_markdown() (endgame.automl.AutoMLReport method) to_onnx() (endgame.models.NeuralKDBClassifier method) to_png() (endgame.visualization.BaseVisualizer method) to_rules() (endgame.models.Box method) TomekLinksUnderSampler (class in endgame.preprocessing) top_features() (endgame.explain.Explanation method) total_time (endgame.automl.FitSummary attribute), [1] (endgame.automl.PipelineResult attribute), [1] track_record_length (endgame.utils.SharpeAnalysis attribute), [1] tracker (endgame.benchmark.BenchmarkRunner property) train_data_ (endgame.automl.DataLoader attribute) train_embeddings_ (endgame.models.ModernNCAClassifier attribute) train_labels_ (endgame.models.ModernNCAClassifier attribute) transduction_ (endgame.semi_supervised.SelfTrainingClassifier attribute) transform() (endgame.calibration.BetaCalibration method) (endgame.calibration.HistogramBinning method) (endgame.calibration.IsotonicCalibration method) (endgame.calibration.PlattScaling method) (endgame.calibration.TemperatureScaling method) (endgame.clustering.KMeansClusterer method) (endgame.dimensionality_reduction.ICAReducer method) (endgame.dimensionality_reduction.KernelPCAReducer method) (endgame.dimensionality_reduction.PaCMAPReducer method) (endgame.dimensionality_reduction.ParametricUMAP method) (endgame.dimensionality_reduction.PCAReducer method) (endgame.dimensionality_reduction.PHATEReducer method) (endgame.dimensionality_reduction.RandomizedPCA method) (endgame.dimensionality_reduction.TriMAPReducer method) (endgame.dimensionality_reduction.TruncatedSVDReducer method) (endgame.dimensionality_reduction.UMAPReducer method) (endgame.dimensionality_reduction.VAEReducer method) (endgame.ensemble.ThresholdOptimizer method) (endgame.ensemble.VotingClassifier method) (endgame.ensemble.VotingRegressor method) (endgame.fairness.ReweighingPreprocessor method) (endgame.feature_selection.AdversarialFeatureSelector method) (endgame.feature_selection.BorutaSelector method) (endgame.feature_selection.CorrelationSelector method) (endgame.feature_selection.GeneticSelector method) (endgame.feature_selection.KnockoffSelector method) (endgame.feature_selection.MRMRSelector method) (endgame.feature_selection.NullImportanceSelector method) (endgame.feature_selection.PermutationSelector method) (endgame.feature_selection.ReliefFSelector method) (endgame.feature_selection.RFESelector method) (endgame.feature_selection.SequentialSelector method) (endgame.feature_selection.SHAPSelector method) (endgame.feature_selection.StabilitySelector method) (endgame.feature_selection.TreeImportanceSelector method) (endgame.feature_selection.UnivariateSelector method) (endgame.models.LDAClassifier method) (endgame.models.ModernNCAClassifier method) (endgame.models.RuleFitClassifier method) (endgame.models.RuleFitRegressor method) (endgame.preprocessing.AdversarialFeatureSelector method) (endgame.preprocessing.AutoAggregator method) (endgame.preprocessing.AutoImputer method) (endgame.preprocessing.BayesianDiscretizer method) (endgame.preprocessing.CatBoostEncoder method) (endgame.preprocessing.DenoisingAutoEncoder method) (endgame.preprocessing.FrequencyEncoder method) (endgame.preprocessing.IndicatorImputer method) (endgame.preprocessing.InteractionFeatures method) (endgame.preprocessing.KNNImputer method) (endgame.preprocessing.LagFeatures method) (endgame.preprocessing.LeaveOneOutEncoder method) (endgame.preprocessing.MICEImputer method) (endgame.preprocessing.MissForestImputer method) (endgame.preprocessing.NullImportanceSelector method) (endgame.preprocessing.PermutationImportanceSelector method) (endgame.preprocessing.RankFeatures method) (endgame.preprocessing.RollingFeatures method) (endgame.preprocessing.SafeTargetEncoder method) (endgame.preprocessing.SimpleImputer method) (endgame.preprocessing.TemporalFeatures method) (endgame.signal.ApproximateEntropy method) (endgame.signal.BandPowerExtractor method) (endgame.signal.BaseFeatureExtractor method) (endgame.signal.BaseSignalTransformer method) (endgame.signal.BurstSuppressionFeatures method) (endgame.signal.ButterworthFilter method) (endgame.signal.CoherenceFeatureExtractor method) (endgame.signal.ComplexityFeatureExtractor method) (endgame.signal.ConnectivityFeatureExtractor method) (endgame.signal.CovarianceEstimator method) (endgame.signal.CSP method) (endgame.signal.CWTTransformer method) (endgame.signal.DFA method) (endgame.signal.DWTTransformer method) (endgame.signal.EntropyFeatureExtractor method) (endgame.signal.FFTTransformer method) (endgame.signal.FilterBank method) (endgame.signal.FilterBankCSP method) (endgame.signal.FIRFilter method) (endgame.signal.HiguchiFD method) (endgame.signal.HjorthParameters method) (endgame.signal.HurstExponent method) (endgame.signal.KatzFD method) (endgame.signal.LempelZivComplexity method) (endgame.signal.MedianFilter method) (endgame.signal.MultitaperPSD method) (endgame.signal.NotchFilter method) (endgame.signal.PeakFeatures method) (endgame.signal.PermutationEntropy method) (endgame.signal.PetrosianFD method) (endgame.signal.PLVFeatureExtractor method) (endgame.signal.SampleEntropy method) (endgame.signal.SavgolFilter method) (endgame.signal.SpectralEntropy method) (endgame.signal.SpectralFeatureExtractor method) (endgame.signal.SpikeFeatures method) (endgame.signal.StatisticalFeatures method) (endgame.signal.SVDEntropy method) (endgame.signal.TangentSpace method) (endgame.signal.TimeDomainFeatures method) (endgame.signal.WaveletFeatureExtractor method) (endgame.signal.WaveletPacketTransformer method) (endgame.signal.WelchPSD method) (endgame.signal.ZeroCrossingFeatures method) (endgame.timeseries.HydraTransformer method) (endgame.timeseries.MiniRocketTransformer method) (endgame.timeseries.MultiRocketTransformer method) (endgame.timeseries.RocketTransformer method) (endgame.timeseries.TimeSeriesFeatureExtractor method) (endgame.timeseries.TSFreshFeatureExtractor method) transformer_ (endgame.timeseries.RocketClassifier attribute) tree_ (endgame.models.C50Classifier attribute) (endgame.models.EvolutionaryTreeClassifier attribute) (endgame.models.EvolutionaryTreeRegressor attribute) (endgame.models.ObliqueDecisionTreeClassifier attribute) (endgame.models.ObliqueDecisionTreeRegressor attribute) tree_generator_ (endgame.models.RuleFitRegressor attribute) TreeImportanceSelector (class in endgame.feature_selection) TreemapVisualizer (class in endgame.visualization) TreeVisualizer (class in endgame.visualization), [1] TriMAPReducer (class in endgame.dimensionality_reduction) TruncatedSVDReducer (class in endgame.dimensionality_reduction) TSFreshFeatureExtractor (class in endgame.timeseries) tune_trials (endgame.automl.PresetConfig attribute), [1] tuning_space (endgame.automl.ModelInfo attribute), [1] tuning_summary (endgame.automl.AutoMLReport attribute), [1] typical_fit_time (endgame.automl.ModelInfo attribute), [1] U UMAPReducer (class in endgame.dimensionality_reduction) uncertainty (endgame.calibration.CalibrationReport attribute) UnivariateForecasterMixin (class in endgame.timeseries) UnivariateSelector (class in endgame.feature_selection) unregister_model() (in module endgame.automl) update() (endgame.automl.BaseSearchStrategy method) (endgame.automl.PortfolioSearch method) (endgame.timeseries.BaseForecaster method) upper_bound (endgame.models.FuzzyCondition attribute) upper_estimator_ (endgame.calibration.ConformalRegressor attribute) upper_quantile_ (endgame.calibration.ConformizedQuantileRegressor attribute) upper_support (endgame.models.FuzzyCondition attribute) use_holdout (endgame.automl.PresetConfig attribute), [1] V VAEReducer (class in endgame.dimensionality_reduction) validate() (endgame.utils.SubmissionHelper method) value (endgame.anomaly.Anomaly attribute) values (endgame.explain.Explanation attribute), [1] variable_importance_ (endgame.models.BARTClassifier attribute) (endgame.models.BARTRegressor attribute) variant_ (endgame.models.NaiveBayesClassifier attribute) (endgame.models.OrdinalClassifier attribute) VennABERS (class in endgame.calibration) VennDiagramVisualizer (class in endgame.visualization) verbose (endgame.benchmark.BenchmarkConfig attribute), [1] (endgame.benchmark.LearningCurveConfig attribute) ViolinPlotVisualizer (class in endgame.visualization) visualize_rule() (endgame.models.RuleFitRegressor method) VotingClassifier (class in endgame.ensemble) VotingRegressor (class in endgame.ensemble) W wape() (in module endgame.timeseries) warnings (endgame.automl.GuardrailsReport attribute), [1] WaterfallVisualizer (class in endgame.visualization) WaveletFeatureExtractor (class in endgame.signal) WaveletPacketTransformer (class in endgame.signal) weight (endgame.models.FuzzyRule attribute) weight_map_ (endgame.fairness.ReweighingPreprocessor attribute) weights_ (endgame.clustering.GaussianMixtureClusterer attribute) (endgame.ensemble.BayesianModelAveraging attribute) (endgame.ensemble.HillClimbingEnsemble attribute) (endgame.ensemble.NegativeCorrelationEnsemble attribute) (endgame.ensemble.OptimizedBlender attribute) WelchPSD (class in endgame.signal) WIN_COUNT (endgame.benchmark.RankingMethod attribute) winkler_score() (in module endgame.timeseries) WordCloudVisualizer (class in endgame.visualization) X X (endgame.benchmark.DatasetInfo attribute), [1] X_train_ (endgame.automl.DataLoader attribute) XGBWrapper (class in endgame.models) Y y (endgame.benchmark.DatasetInfo attribute), [1] y_ (endgame.timeseries.BaseForecaster attribute) y_train_ (endgame.automl.DataLoader attribute) y_train_sorted_ (endgame.preprocessing.TargetTransformer attribute) Z ZeroCrossingFeatures (class in endgame.signal)