Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y _ __init__() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.IForestASD method) (capymoa.anomaly.Loda method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest method) (capymoa.anomaly.RSHash method) (capymoa.anomaly.StreamingIsolationForest method) (capymoa.anomaly.StreamRHF method) (capymoa.automl.AutoClass method) (capymoa.automl.BanditClassifier method) (capymoa.automl.EpsilonGreedy method) (capymoa.automl.SuccessiveHalvingClassifier method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.base.Classifier method) (capymoa.base.ClassifierSSL method) (capymoa.base.Clusterer method) (capymoa.base.ClusteringResult method) (capymoa.base.MOAAnomalyDetector method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.MOAClusterer method) (capymoa.base.MOAPredictionIntervalLearner method) (capymoa.base.MOARegressor method) (capymoa.base.PredictionIntervalLearner method) (capymoa.base.Regressor method) (capymoa.base.SKClassifier method) (capymoa.base.SKRegressor method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.Finetune method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PassiveAggressiveClassifier method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) (capymoa.core.Instance method) (capymoa.core.LabeledInstance method) (capymoa.core.moa.splitcriteria.GiniSplitCriterion method) (capymoa.core.moa.splitcriteria.InfoGainSplitCriterion method) (capymoa.core.moa.splitcriteria.VarianceReductionSplitCriterion method) (capymoa.core.RegressionInstance method) (capymoa.core.torch.ann.LeNet5 method) (capymoa.core.torch.ann.Perceptron method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DataDriftResult method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) (capymoa.drift.eval_detector.DriftDetectionMetrics method) (capymoa.drift.eval_detector.EvaluateDriftDetector method) (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) (capymoa.evaluation.results.PrequentialResults method) (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.ocl.datasets.DomainCIFAR100 method) (capymoa.ocl.datasets.DomainCIFAR100ViT method) (capymoa.ocl.datasets.RotatedFashionMNIST method) (capymoa.ocl.datasets.RotatedMNIST method) (capymoa.ocl.datasets.RotatedTinyMNIST method) (capymoa.ocl.datasets.SplitCIFAR10 method) (capymoa.ocl.datasets.SplitCIFAR100 method) (capymoa.ocl.datasets.SplitCIFAR100ViT method) (capymoa.ocl.datasets.SplitCIFAR10ViT method) (capymoa.ocl.datasets.SplitFashionMNIST method) (capymoa.ocl.datasets.SplitMNIST method) (capymoa.ocl.datasets.TinySplitMNIST method) (capymoa.ocl.evaluation.events.EvalBatchPredict method) (capymoa.ocl.evaluation.events.TestTaskBegin method) (capymoa.ocl.evaluation.events.TestTaskEnd method) (capymoa.ocl.evaluation.events.TrainBatchPredict method) (capymoa.ocl.evaluation.events.TrainBegin method) (capymoa.ocl.evaluation.events.TrainTaskBegin method) (capymoa.ocl.evaluation.events.TrainTaskEnd method) (capymoa.ocl.evaluation.OCLMetrics method) (capymoa.ocl.events.Dispatcher method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FadingTargetMean method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.NoChange method) (capymoa.regressor.ORTO method) (capymoa.regressor.PassiveAggressiveRegressor method) (capymoa.regressor.SGDRegressor method) (capymoa.regressor.ShrubsRegressor method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.regressor.StochasticGradientTree method) (capymoa.regressor.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.AbruptDrift method) (capymoa.stream.drift.Concept method) (capymoa.stream.drift.Drift method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.GradualDrift method) (capymoa.stream.drift.IndexedCycle method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.ClassifierPipelineElement method) (capymoa.stream.preprocessing.DriftDetectorPipelineElement method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.PipelineElement method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.preprocessing.RegressorPipelineElement method) (capymoa.stream.preprocessing.TransformerPipelineElement method) (capymoa.stream.Schema method) (capymoa.stream.TorchStream method) (capymoa.uncertainty.AdaPI method) (capymoa.uncertainty.MVE method) __iter__() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.IndexedCycle method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) __next__() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.IndexedCycle method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) _fit() (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.Wasserstein method) _test() (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.Wasserstein method) A ABCD (class in capymoa.drift.detectors) AbruptDrift (class in capymoa.stream.drift) accuracy() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) accuracy_all (capymoa.ocl.evaluation.OCLMetrics attribute) accuracy_all_avg (capymoa.ocl.evaluation.OCLMetrics attribute) accuracy_final (capymoa.ocl.evaluation.OCLMetrics attribute) accuracy_matrix (capymoa.ocl.evaluation.OCLMetrics attribute) accuracy_seen (capymoa.ocl.evaluation.OCLMetrics attribute) accuracy_seen_avg (capymoa.ocl.evaluation.OCLMetrics attribute) AdaPI (class in capymoa.uncertainty) AdaptiveIsolationForest (class in capymoa.anomaly) AdaptiveRandomForestClassifier (class in capymoa.classifier) AdaptiveRandomForestRegressor (class in capymoa.regressor) add_classifier() (capymoa.stream.preprocessing.ClassifierPipeline method) add_drift_detector() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) add_element() (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) add_pipeline_element() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) add_regressor() (capymoa.stream.preprocessing.RegressorPipeline method) add_transformer() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) adjusted_r2() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) ADWIN (class in capymoa.drift.detectors) AgrawalGenerator (class in capymoa.stream.generator) Airlines (class in capymoa.datasets) alpha (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) AndersonDarling (class in capymoa.drift.detectors) AnomalyDetectionEvaluator (class in capymoa.evaluation) AnomalyDetector (class in capymoa.base) anytime_accuracy_all (capymoa.ocl.evaluation.OCLMetrics attribute) anytime_accuracy_all_avg (capymoa.ocl.evaluation.OCLMetrics attribute) anytime_accuracy_matrix (capymoa.ocl.evaluation.OCLMetrics attribute) anytime_accuracy_seen (capymoa.ocl.evaluation.OCLMetrics attribute) anytime_accuracy_seen_avg (capymoa.ocl.evaluation.OCLMetrics attribute) anytime_task_index (capymoa.ocl.evaluation.OCLMetrics attribute) ar (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) ARFFIMTDD (class in capymoa.regressor) ARFFStream (class in capymoa.stream) arm_counts (capymoa.automl.EpsilonGreedy attribute) arm_rewards (capymoa.automl.EpsilonGreedy attribute) attach_with() (capymoa.ocl.events.Handler method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) auto_fit_samples (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) AutoClass (class in capymoa.automl) Autoencoder (class in capymoa.anomaly) average_length() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) B backward_transfer (capymoa.ocl.evaluation.OCLMetrics attribute) BanditClassifier (class in capymoa.automl) BaseDataDriftDetector (class in capymoa.drift.detectors) BaseDriftDetector (class in capymoa.drift.base_detector) BasePipeline (class in capymoa.stream.preprocessing) batch (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) Batch (class in capymoa.base) batch_predict() (capymoa.base.Batch method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.classifier.Finetune method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) batch_predict_proba() (capymoa.base.BatchClassifier method) (capymoa.classifier.Finetune method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) batch_train() (capymoa.base.Batch method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.classifier.Finetune method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) BatchClassifier (class in capymoa.base) BatchRegressor (class in capymoa.base) best_model (capymoa.automl.BanditClassifier property) (capymoa.automl.SuccessiveHalvingClassifier property) Bike (class in capymoa.datasets) BNDM (class in capymoa.drift.detectors) boundaries (capymoa.ocl.evaluation.OCLMetrics attribute) burn_in (capymoa.automl.EpsilonGreedy attribute) C calc_performance() (capymoa.drift.eval_detector.EvaluateDriftDetector method) call_super_init (capymoa.core.torch.ann.LeNet5 attribute) (capymoa.core.torch.ann.Perceptron attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) capymoa.anomaly module capymoa.anomaly.datasets module capymoa.automl module capymoa.base module capymoa.classifier module capymoa.cluster module capymoa.core module capymoa.core.io module capymoa.core.moa module capymoa.core.moa.splitcriteria module capymoa.core.torch module capymoa.core.torch.ann module capymoa.datasets module capymoa.drift module capymoa.drift.base_detector module capymoa.drift.detectors module capymoa.drift.eval_detector module capymoa.env module capymoa.evaluation module capymoa.evaluation.results module capymoa.feature module capymoa.ocl module capymoa.ocl.datasets module capymoa.ocl.evaluation module capymoa.ocl.evaluation.events module capymoa.ocl.events module capymoa.ocl.strategy module capymoa.ocl.strategy.l2p module capymoa.ocl.util module capymoa.ocl.util.data module capymoa.ocl.util.functional module capymoa.regressor module capymoa.ssl module capymoa.stream module capymoa.stream.drift module capymoa.stream.generator module capymoa.stream.preprocessing module capymoa.uncertainty module capymoa_datasets_dir() (in module capymoa.env) capymoa_jvm_args() (in module capymoa.env) capymoa_moa_jar() (in module capymoa.env) ChiSquare (class in capymoa.drift.detectors) class_cm (capymoa.ocl.evaluation.OCLMetrics attribute) class_incremental_schedule() (in module capymoa.ocl.util.data) class_incremental_split() (in module capymoa.ocl.util.data) class_schedule_to_task_mask() (in module capymoa.ocl.util.data) classes (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) ClassificationEvaluator (class in capymoa.evaluation) ClassificationWindowedEvaluator (class in capymoa.evaluation) Classifier (class in capymoa.base) ClassifierPipeline (class in capymoa.stream.preprocessing) ClassifierPipelineElement (class in capymoa.stream.preprocessing) ClassifierSSL (class in capymoa.base) cli_help() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.automl.AutoClass method) (capymoa.base.MOAAnomalyDetector method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.MOAClusterer method) (capymoa.base.MOAPredictionIntervalLearner method) (capymoa.base.MOARegressor method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FadingTargetMean method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.ORTO method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.regressor.StochasticGradientTree method) (capymoa.regressor.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.ssl.SLEADE method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) (capymoa.uncertainty.AdaPI method) (capymoa.uncertainty.MVE method) Clusterer (class in capymoa.base) ClusteringEvaluator (class in capymoa.evaluation) ClusteringResult (class in capymoa.base) Clustream (class in capymoa.cluster) Clustream_with_kmeans (class in capymoa.cluster) ClusTree (class in capymoa.cluster) compare() (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.Wasserstein method) Concept (class in capymoa.stream.drift) continual_eval (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TestTaskBegin attribute) (capymoa.ocl.evaluation.events.TestTaskEnd attribute) correction (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) coverage() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) CovtFD (class in capymoa.datasets) Covtype (class in capymoa.datasets) CovtypeNorm (class in capymoa.datasets) CovtypeTiny (class in capymoa.datasets) cpu_time() (capymoa.evaluation.results.PrequentialResults method) CramerVonMises (class in capymoa.drift.detectors) criterion (capymoa.classifier.Finetune attribute) CSMOTE (class in capymoa.classifier) CSVStream (class in capymoa.stream) cumulative (capymoa.evaluation.results.PrequentialResults attribute) CUSUM (class in capymoa.drift.detectors) D D3 (class in capymoa.drift.detectors) DataDriftResult (class in capymoa.drift.detectors) dataset_name (capymoa.stream.Schema property) dataset_type (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) DDM (class in capymoa.drift.detectors) default_rotation_max (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) default_task_count (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) default_test_transform (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) default_train_transform (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) Denstream_with_dbscan (class in capymoa.cluster) describe() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) describe_difference() (capymoa.stream.Schema method) detected_change() (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) detected_warning() (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) device (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) (capymoa.ocl.strategy.SLDA attribute) Dispatcher (class in capymoa.ocl.events) distance (capymoa.drift.detectors.DataDriftResult attribute) DomainCIFAR100 (class in capymoa.ocl.datasets) DomainCIFAR100ViT (class in capymoa.ocl.datasets) download_unpacked() (in module capymoa.datasets) Drift (class in capymoa.stream.drift) DriftDetectionMetrics (class in capymoa.drift.eval_detector) DriftDetectorPipelineElement (class in capymoa.stream.preprocessing) DriftStream (class in capymoa.stream.drift) dtype (capymoa.classifier.Finetune attribute) dump_patches (capymoa.core.torch.ann.LeNet5 attribute) (capymoa.core.torch.ann.Perceptron attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) DynamicEnsembleMemberSelection (class in capymoa.classifier) DynamicWeightedMajority (class in capymoa.classifier) E EDDM (class in capymoa.drift.detectors) EFDT (class in capymoa.classifier) Electricity (class in capymoa.datasets) ElectricityTiny (class in capymoa.datasets) EnergyDistance (class in capymoa.drift.detectors) episode_recall (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) epsilon (capymoa.automl.EpsilonGreedy attribute) EpsilonGreedy (class in capymoa.automl) EvalBatchPredict (class in capymoa.ocl.evaluation.events) EvaluateDriftDetector (class in capymoa.drift.eval_detector) Event (class in capymoa.ocl.events) EWC (class in capymoa.ocl.strategy) EWMAChart (class in capymoa.drift.detectors) ExperienceReplay (class in capymoa.ocl.strategy) F f1 (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) f1_score() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) FadingTargetMean (class in capymoa.regressor) far (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) feature_importances_per_window (capymoa.feature.MOAFeatureImportanceClassifier attribute) feature_is_drift (capymoa.drift.detectors.DataDriftResult attribute) feature_names (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) feature_p_values (capymoa.drift.detectors.DataDriftResult attribute) feature_statistics (capymoa.drift.detectors.DataDriftResult attribute) FeatureImportanceClassifier (class in capymoa.feature) FIMTDD (class in capymoa.regressor) Finetune (class in capymoa.classifier) fit() (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.Wasserstein method) fn (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) forward() (capymoa.core.torch.ann.LeNet5 method) (capymoa.core.torch.ann.Perceptron method) forward_encoder() (capymoa.ocl.strategy.l2p.L2PViT method) forward_query() (capymoa.ocl.strategy.l2p.L2PViT method) forward_transfer (capymoa.ocl.evaluation.OCLMetrics attribute) fp (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) Fried (class in capymoa.datasets) FriedTiny (class in capymoa.datasets) from_array() (capymoa.core.Instance class method) (capymoa.core.LabeledInstance class method) (capymoa.core.RegressionInstance class method) from_classification() (capymoa.stream.TorchStream static method) from_cli() (capymoa.drift.base_detector.MOADriftDetector class method) (capymoa.drift.detectors.ADWIN class method) (capymoa.drift.detectors.CUSUM class method) (capymoa.drift.detectors.DDM class method) (capymoa.drift.detectors.EDDM class method) (capymoa.drift.detectors.EWMAChart class method) (capymoa.drift.detectors.GeometricMovingAverage class method) (capymoa.drift.detectors.HDDMAverage class method) (capymoa.drift.detectors.HDDMWeighted class method) (capymoa.drift.detectors.PageHinkley class method) (capymoa.drift.detectors.RDDM class method) (capymoa.drift.detectors.SEED class method) (capymoa.drift.detectors.STEPD class method) from_csv_row() (capymoa.core.Instance class method) (capymoa.core.LabeledInstance class method) (capymoa.core.RegressionInstance class method) from_custom() (capymoa.stream.Schema static method) from_java_instance() (capymoa.core.Instance class method) (capymoa.core.LabeledInstance class method) (capymoa.core.RegressionInstance class method) from_params() (capymoa.anomaly.AdaptiveIsolationForest class method) (capymoa.anomaly.Autoencoder class method) (capymoa.anomaly.HalfSpaceTrees class method) (capymoa.anomaly.IForestASD class method) (capymoa.anomaly.Loda class method) (capymoa.anomaly.OnlineIsolationForest class method) (capymoa.anomaly.RobustRandomCutForest class method) (capymoa.anomaly.RSHash class method) (capymoa.anomaly.StreamingIsolationForest class method) (capymoa.anomaly.StreamRHF class method) (capymoa.automl.AutoClass class method) (capymoa.automl.BanditClassifier class method) (capymoa.automl.SuccessiveHalvingClassifier class method) (capymoa.base.AnomalyDetector class method) (capymoa.base.BatchClassifier class method) (capymoa.base.BatchRegressor class method) (capymoa.base.Classifier class method) (capymoa.base.ClassifierSSL class method) (capymoa.base.Clusterer class method) (capymoa.base.LearnerParamsMixin class method) (capymoa.base.MOAAnomalyDetector class method) (capymoa.base.MOAClassifier class method) (capymoa.base.MOAClassifierSSL class method) (capymoa.base.MOAClusterer class method) (capymoa.base.MOAPredictionIntervalLearner class method) (capymoa.base.MOARegressor class method) (capymoa.base.PredictionIntervalLearner class method) (capymoa.base.Regressor class method) (capymoa.base.SKClassifier class method) (capymoa.base.SKRegressor class method) (capymoa.classifier.AdaptiveRandomForestClassifier class method) (capymoa.classifier.CSMOTE class method) (capymoa.classifier.DynamicEnsembleMemberSelection class method) (capymoa.classifier.DynamicWeightedMajority class method) (capymoa.classifier.EFDT class method) (capymoa.classifier.Finetune class method) (capymoa.classifier.HoeffdingAdaptiveTree class method) (capymoa.classifier.HoeffdingTree class method) (capymoa.classifier.KNN class method) (capymoa.classifier.LAST class method) (capymoa.classifier.LeveragingBagging class method) (capymoa.classifier.MajorityClass class method) (capymoa.classifier.NaiveBayes class method) (capymoa.classifier.NoChange class method) (capymoa.classifier.OnlineAdwinBagging class method) (capymoa.classifier.OnlineBagging class method) (capymoa.classifier.OnlineSmoothBoost class method) (capymoa.classifier.OzaBoost class method) (capymoa.classifier.PassiveAggressiveClassifier class method) (capymoa.classifier.PLASTIC class method) (capymoa.classifier.SAMkNN class method) (capymoa.classifier.SGDClassifier class method) (capymoa.classifier.ShrubsClassifier class method) (capymoa.classifier.StochasticGradientTree class method) (capymoa.classifier.StreamingGradientBoostedTrees class method) (capymoa.classifier.StreamingRandomPatches class method) (capymoa.classifier.WeightedkNN class method) (capymoa.cluster.Clustream class method) (capymoa.cluster.Clustream_with_kmeans class method) (capymoa.cluster.ClusTree class method) (capymoa.cluster.Denstream_with_dbscan class method) (capymoa.drift.base_detector.BaseDriftDetector class method) (capymoa.drift.base_detector.MOADriftDetector class method) (capymoa.drift.detectors.ABCD class method) (capymoa.drift.detectors.ADWIN class method) (capymoa.drift.detectors.AndersonDarling class method) (capymoa.drift.detectors.BaseDataDriftDetector class method) (capymoa.drift.detectors.BNDM class method) (capymoa.drift.detectors.ChiSquare class method) (capymoa.drift.detectors.CramerVonMises class method) (capymoa.drift.detectors.CUSUM class method) (capymoa.drift.detectors.D3 class method) (capymoa.drift.detectors.DDM class method) (capymoa.drift.detectors.EDDM class method) (capymoa.drift.detectors.EnergyDistance class method) (capymoa.drift.detectors.EWMAChart class method) (capymoa.drift.detectors.GeometricMovingAverage class method) (capymoa.drift.detectors.HDDMAverage class method) (capymoa.drift.detectors.HDDMWeighted class method) (capymoa.drift.detectors.Hellinger class method) (capymoa.drift.detectors.JensenShannon class method) (capymoa.drift.detectors.KLDivergence class method) (capymoa.drift.detectors.KolmogorovSmirnov class method) (capymoa.drift.detectors.MMD class method) (capymoa.drift.detectors.OPTWIN class method) (capymoa.drift.detectors.PageHinkley class method) (capymoa.drift.detectors.PSI class method) (capymoa.drift.detectors.RDDM class method) (capymoa.drift.detectors.SEED class method) (capymoa.drift.detectors.STEPD class method) (capymoa.drift.detectors.STUDD class method) (capymoa.drift.detectors.Wasserstein class method) (capymoa.feature.FeatureImportanceClassifier class method) (capymoa.feature.MOAFeatureImportanceClassifier class method) (capymoa.ocl.strategy.EWC class method) (capymoa.ocl.strategy.ExperienceReplay class method) (capymoa.ocl.strategy.GDumb class method) (capymoa.ocl.strategy.l2p.L2P class method) (capymoa.ocl.strategy.LWF class method) (capymoa.ocl.strategy.MAS class method) (capymoa.ocl.strategy.NCM class method) (capymoa.ocl.strategy.RAR class method) (capymoa.ocl.strategy.RWalk class method) (capymoa.ocl.strategy.SI class method) (capymoa.ocl.strategy.SLDA class method) (capymoa.regressor.AdaptiveRandomForestRegressor class method) (capymoa.regressor.ARFFIMTDD class method) (capymoa.regressor.FadingTargetMean class method) (capymoa.regressor.FIMTDD class method) (capymoa.regressor.KNNRegressor class method) (capymoa.regressor.NoChange class method) (capymoa.regressor.ORTO class method) (capymoa.regressor.PassiveAggressiveRegressor class method) (capymoa.regressor.SGDRegressor class method) (capymoa.regressor.ShrubsRegressor class method) (capymoa.regressor.SOKNL class method) (capymoa.regressor.SOKNLBT class method) (capymoa.regressor.StochasticGradientTree class method) (capymoa.regressor.StreamingGradientBoostedRegression class method) (capymoa.regressor.TargetMean class method) (capymoa.ssl.OSNN class method) (capymoa.ssl.SLEADE class method) (capymoa.stream.preprocessing.ClassifierPipeline class method) (capymoa.stream.preprocessing.RandomSearchClassifierPE class method) (capymoa.stream.preprocessing.RegressorPipeline class method) (capymoa.uncertainty.AdaPI class method) (capymoa.uncertainty.MVE class method) from_regression() (capymoa.stream.TorchStream static method) fromkeys() (capymoa.base.LearnerSpec method) G GDumb (class in capymoa.ocl.strategy) gdumb_fit() (capymoa.ocl.strategy.GDumb method) GeometricMovingAverage (class in capymoa.drift.detectors) get_arm_stats() (capymoa.automl.EpsilonGreedy method) get_best_arm_idx() (capymoa.automl.EpsilonGreedy method) get_centers() (capymoa.base.ClusteringResult method) get_class_and_init_attributes_with_values() (in module capymoa.stream.drift) get_clusterer_name() (capymoa.evaluation.ClusteringEvaluator method) get_clustering_result() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) get_concept_counts() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) get_dims_p_values() (capymoa.drift.detectors.ABCD method) get_download_dir() (in module capymoa.datasets) get_drift_dims() (capymoa.drift.detectors.ABCD method) get_drifts() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) get_embedding_size() (capymoa.ocl.strategy.l2p.L2PViT method) get_feature_importances() (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) get_ids() (capymoa.base.ClusteringResult method) get_index_for_label() (capymoa.stream.Schema method) get_input_schema() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.ClassifierPipelineElement method) (capymoa.stream.preprocessing.DriftDetectorPipelineElement method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.PipelineElement method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.preprocessing.RegressorPipelineElement method) (capymoa.stream.preprocessing.Transformer method) (capymoa.stream.preprocessing.TransformerPipelineElement method) get_instances_seen() (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) get_label_indexes() (capymoa.stream.Schema method) get_label_values() (capymoa.stream.Schema method) get_measurements() (capymoa.evaluation.ClusteringEvaluator method) get_micro_clustering_result() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) get_moa_filter() (capymoa.stream.preprocessing.MOATransformer method) get_moa_header() (capymoa.stream.Schema method) get_moa_stream() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) get_model_info() (capymoa.automl.BanditClassifier method) (capymoa.automl.SuccessiveHalvingClassifier method) get_nominal_attributes() (capymoa.stream.Schema method) get_num_attributes() (capymoa.stream.Schema method) get_num_classes() (capymoa.stream.Schema method) get_num_drifts() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) get_num_nominal_attributes() (capymoa.stream.Schema method) get_num_numeric_attributes() (capymoa.stream.Schema method) get_numeric_attributes() (capymoa.stream.Schema method) get_params() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.IForestASD method) (capymoa.anomaly.Loda method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest method) (capymoa.anomaly.RSHash method) (capymoa.anomaly.StreamingIsolationForest method) (capymoa.anomaly.StreamRHF method) (capymoa.automl.AutoClass method) (capymoa.automl.BanditClassifier method) (capymoa.automl.SuccessiveHalvingClassifier method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.base.Classifier method) (capymoa.base.ClassifierSSL method) (capymoa.base.Clusterer method) (capymoa.base.LearnerParamsMixin method) (capymoa.base.MOAAnomalyDetector method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.MOAClusterer method) (capymoa.base.MOAPredictionIntervalLearner method) (capymoa.base.MOARegressor method) (capymoa.base.PredictionIntervalLearner method) (capymoa.base.Regressor method) (capymoa.base.SKClassifier method) (capymoa.base.SKRegressor method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.Finetune method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PassiveAggressiveClassifier method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FadingTargetMean method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.NoChange method) (capymoa.regressor.ORTO method) (capymoa.regressor.PassiveAggressiveRegressor method) (capymoa.regressor.SGDRegressor method) (capymoa.regressor.ShrubsRegressor method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.regressor.StochasticGradientTree method) (capymoa.regressor.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.uncertainty.AdaPI method) (capymoa.uncertainty.MVE method) get_patch_embed() (capymoa.ocl.strategy.l2p.L2PViT method) get_radii() (capymoa.base.ClusteringResult method) get_recurrent_concept_drift_stream_list() (in module capymoa.stream.drift) get_schema() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.Concept method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.ClassifierPipelineElement method) (capymoa.stream.preprocessing.DriftDetectorPipelineElement method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.PipelineElement method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.preprocessing.RegressorPipelineElement method) (capymoa.stream.preprocessing.Transformer method) (capymoa.stream.preprocessing.TransformerPipelineElement method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) get_severity() (capymoa.drift.detectors.ABCD method) get_targets() (in module capymoa.ocl.util.data) get_top_k_features() (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) get_update_interval() (capymoa.evaluation.ClusteringEvaluator method) get_value_for_index() (capymoa.stream.Schema method) get_weights() (capymoa.base.ClusteringResult method) get_windowed_feature_importances() (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) GiniSplitCriterion (class in capymoa.core.moa.splitcriteria) global_step (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TestTaskBegin attribute) (capymoa.ocl.evaluation.events.TestTaskEnd attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainTaskBegin attribute) (capymoa.ocl.evaluation.events.TrainTaskEnd attribute) GradualDrift (class in capymoa.stream.drift) ground_truth_y() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) (capymoa.evaluation.results.PrequentialResults method) group_indicies() (in module capymoa.ocl.util.data) H HalfSpaceTrees (class in capymoa.anomaly) Handler (class in capymoa.ocl.events) has_more_instances() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) HDDMAverage (class in capymoa.drift.detectors) HDDMWeighted (class in capymoa.drift.detectors) Hellinger (class in capymoa.drift.detectors) hinton_distillation_loss() (in module capymoa.ocl.util.functional) HoeffdingAdaptiveTree (class in capymoa.classifier) HoeffdingTree (class in capymoa.classifier) Hyper100k (class in capymoa.datasets) HyperPlaneClassification (class in capymoa.stream.generator) HyperPlaneRegression (class in capymoa.stream.generator) I IForestASD (class in capymoa.anomaly) implements_macro_clusters() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) implements_micro_clusters() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) IndexedCycle (class in capymoa.stream.drift) InfoGainSplitCriterion (class in capymoa.core.moa.splitcriteria) initialize() (capymoa.automl.EpsilonGreedy method) Instance (class in capymoa.core) instance_from_arr() (capymoa.drift.detectors.STUDD method) is_classification() (capymoa.stream.Schema method) is_compatible_with() (capymoa.stream.Schema method) is_drift (capymoa.drift.detectors.DataDriftResult attribute) is_fitted (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) is_regression() (capymoa.stream.Schema method) IS_UNIVARIATE (capymoa.drift.detectors.AndersonDarling attribute) (capymoa.drift.detectors.BaseDataDriftDetector attribute) (capymoa.drift.detectors.BNDM attribute) (capymoa.drift.detectors.ChiSquare attribute) (capymoa.drift.detectors.CramerVonMises attribute) (capymoa.drift.detectors.D3 attribute) (capymoa.drift.detectors.EnergyDistance attribute) (capymoa.drift.detectors.Hellinger attribute) (capymoa.drift.detectors.JensenShannon attribute) (capymoa.drift.detectors.KLDivergence attribute) (capymoa.drift.detectors.KolmogorovSmirnov attribute) (capymoa.drift.detectors.MMD attribute) (capymoa.drift.detectors.PSI attribute) (capymoa.drift.detectors.Wasserstein attribute) is_y_index_in_range() (capymoa.stream.Schema method) J java_instance (capymoa.core.Instance property) (capymoa.core.LabeledInstance property) (capymoa.core.RegressionInstance property) java_object() (capymoa.core.moa.splitcriteria.GiniSplitCriterion method) (capymoa.core.moa.splitcriteria.InfoGainSplitCriterion method) (capymoa.core.moa.splitcriteria.SplitCriterion method) (capymoa.core.moa.splitcriteria.VarianceReductionSplitCriterion method) JensenShannon (class in capymoa.drift.detectors) K kappa() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) kappa_m() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) kappa_t() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) KDD99 (class in capymoa.datasets) KLDivergence (class in capymoa.drift.detectors) KNN (class in capymoa.classifier) KNNRegressor (class in capymoa.regressor) KolmogorovSmirnov (class in capymoa.drift.detectors) L L2P (class in capymoa.ocl.strategy.l2p) L2PViT (class in capymoa.ocl.strategy.l2p) Label (in module capymoa.core) LabeledInstance (class in capymoa.core) LabelIndex (in module capymoa.core) LAST (class in capymoa.classifier) learner (capymoa.base.LearnerSpec attribute) (capymoa.evaluation.results.PrequentialResults attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) learner_from_params() (in module capymoa.base) LearnerParamsMixin (class in capymoa.base) LearnerSpec (class in capymoa.base) LEDGenerator (class in capymoa.stream.generator) LEDGeneratorDrift (class in capymoa.stream.generator) LeNet5 (class in capymoa.core.torch.ann) length (capymoa.stream.drift.DriftStream property) (capymoa.stream.drift.RecurrentConceptDriftStream property) LeveragingBagging (class in capymoa.classifier) load_model() (in module capymoa.core.io) load_openml_dataset() (in module capymoa.datasets) Loda (class in capymoa.anomaly) loss() (capymoa.drift.detectors.ABCD method) LWF (class in capymoa.ocl.strategy) M mae() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) MajorityClass (class in capymoa.classifier) MAS (class in capymoa.ocl.strategy) max_delay (capymoa.drift.eval_detector.EvaluateDriftDetector attribute) max_early_detection (capymoa.drift.eval_detector.EvaluateDriftDetector attribute) max_instances() (capymoa.evaluation.results.PrequentialResults method) mdt (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) mean (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) metrics (capymoa.drift.eval_detector.EvaluateDriftDetector attribute) metrics() (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) metrics_dict() (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) metrics_header() (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) metrics_per_window() (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) (capymoa.evaluation.results.PrequentialResults method) MixedGenerator (class in capymoa.stream.generator) MMD (class in capymoa.drift.detectors) moa_stream (capymoa.datasets.Airlines attribute) (capymoa.datasets.Bike attribute) (capymoa.datasets.CovtFD attribute) (capymoa.datasets.Covtype attribute) (capymoa.datasets.CovtypeNorm attribute) (capymoa.datasets.CovtypeTiny attribute) (capymoa.datasets.Electricity attribute) (capymoa.datasets.ElectricityTiny attribute) (capymoa.datasets.Fried attribute) (capymoa.datasets.FriedTiny attribute) (capymoa.datasets.Hyper100k attribute) (capymoa.datasets.KDD99 attribute) (capymoa.datasets.Nomao attribute) (capymoa.datasets.PokerHand attribute) (capymoa.datasets.RBFm_100k attribute) (capymoa.datasets.RTG_2abrupt attribute) (capymoa.datasets.Sensor attribute) (capymoa.datasets.Spambase attribute) (capymoa.stream.drift.DriftStream property) (capymoa.stream.drift.RecurrentConceptDriftStream property) MOAAnomalyDetector (class in capymoa.base) MOAClassifier (class in capymoa.base) MOAClassifierSSL (class in capymoa.base) MOAClusterer (class in capymoa.base) MOADriftDetector (class in capymoa.drift.base_detector) MOAFeatureImportanceClassifier (class in capymoa.feature) MOAPredictionIntervalLearner (class in capymoa.base) MOARegressor (class in capymoa.base) MOAStream (class in capymoa.stream) MOATransformer (class in capymoa.stream.preprocessing) model (capymoa.classifier.Finetune attribute) module capymoa.anomaly capymoa.anomaly.datasets capymoa.automl capymoa.base capymoa.classifier capymoa.cluster capymoa.core capymoa.core.io capymoa.core.moa capymoa.core.moa.splitcriteria capymoa.core.torch capymoa.core.torch.ann capymoa.datasets capymoa.drift capymoa.drift.base_detector capymoa.drift.detectors capymoa.drift.eval_detector capymoa.env capymoa.evaluation capymoa.evaluation.results capymoa.feature capymoa.ocl capymoa.ocl.datasets capymoa.ocl.evaluation capymoa.ocl.evaluation.events capymoa.ocl.events capymoa.ocl.strategy capymoa.ocl.strategy.l2p capymoa.ocl.util capymoa.ocl.util.data capymoa.ocl.util.functional capymoa.regressor capymoa.ssl capymoa.stream capymoa.stream.drift capymoa.stream.generator capymoa.stream.preprocessing capymoa.uncertainty MVE (class in capymoa.uncertainty) N n_alarms (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) n_arms (capymoa.automl.EpsilonGreedy attribute) n_classes (capymoa.ocl.evaluation.OCLMetrics attribute) n_continual_evaluations (capymoa.ocl.evaluation.OCLMetrics attribute) n_episodes (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) n_features (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) n_tasks (capymoa.ocl.evaluation.OCLMetrics attribute) NaiveBayes (class in capymoa.classifier) NCM (class in capymoa.ocl.strategy) ndt (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) next_instance() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) nmpiw() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) NoChange (class in capymoa.classifier) (class in capymoa.regressor) Nomao (class in capymoa.datasets) notify() (capymoa.ocl.events.Dispatcher method) num_classes (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) NumpyStream (class in capymoa.stream) O ocl_train_eval_loop() (in module capymoa.ocl.evaluation) OCLMetrics (class in capymoa.ocl.evaluation) on_test_task() (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.GDumb method) on_train_task() (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.l2p.L2P method) OnlineAdwinBagging (class in capymoa.classifier) OnlineBagging (class in capymoa.classifier) OnlineIsolationForest (class in capymoa.anomaly) OnlineSmoothBoost (class in capymoa.classifier) optimizer (capymoa.classifier.Finetune attribute) OPTWIN (class in capymoa.drift.detectors) ORTO (class in capymoa.regressor) OSNN (class in capymoa.ssl) other_metrics() (capymoa.evaluation.results.PrequentialResults method) OzaBoost (class in capymoa.classifier) P p_value (capymoa.drift.detectors.DataDriftResult attribute) PageHinkley (class in capymoa.drift.detectors) params (capymoa.base.LearnerSpec attribute) partition_by_schedule() (in module capymoa.ocl.util.data) pass_forward() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.ClassifierPipelineElement method) (capymoa.stream.preprocessing.DriftDetectorPipelineElement method) (capymoa.stream.preprocessing.PipelineElement method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.preprocessing.RegressorPipelineElement method) (capymoa.stream.preprocessing.TransformerPipelineElement method) pass_forward_predict() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.ClassifierPipelineElement method) (capymoa.stream.preprocessing.DriftDetectorPipelineElement method) (capymoa.stream.preprocessing.PipelineElement method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.preprocessing.RegressorPipelineElement method) (capymoa.stream.preprocessing.TransformerPipelineElement method) PassiveAggressiveClassifier (class in capymoa.classifier) PassiveAggressiveRegressor (class in capymoa.regressor) Perceptron (class in capymoa.core.torch.ann) PipelineElement (class in capymoa.stream.preprocessing) PLASTIC (class in capymoa.classifier) plot_feature_importance() (in module capymoa.feature) plot_windowed_feature_importance() (in module capymoa.feature) PokerHand (class in capymoa.datasets) pre_train() (capymoa.drift.detectors.ABCD method) precision (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) precision() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) predict() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.IForestASD method) (capymoa.anomaly.Loda method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest method) (capymoa.anomaly.RSHash method) (capymoa.anomaly.StreamingIsolationForest method) (capymoa.anomaly.StreamRHF method) (capymoa.automl.AutoClass method) (capymoa.automl.BanditClassifier method) (capymoa.automl.SuccessiveHalvingClassifier method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.base.Classifier method) (capymoa.base.ClassifierSSL method) (capymoa.base.MOAAnomalyDetector method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.MOAPredictionIntervalLearner method) (capymoa.base.MOARegressor method) (capymoa.base.PredictionIntervalLearner method) (capymoa.base.Regressor method) (capymoa.base.SKClassifier method) (capymoa.base.SKRegressor method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.Finetune method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PassiveAggressiveClassifier method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FadingTargetMean method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.NoChange method) (capymoa.regressor.ORTO method) (capymoa.regressor.PassiveAggressiveRegressor method) (capymoa.regressor.SGDRegressor method) (capymoa.regressor.ShrubsRegressor method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.regressor.StochasticGradientTree method) (capymoa.regressor.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.uncertainty.AdaPI method) (capymoa.uncertainty.MVE method) predict_proba() (capymoa.automl.AutoClass method) (capymoa.automl.BanditClassifier method) (capymoa.automl.SuccessiveHalvingClassifier method) (capymoa.base.BatchClassifier method) (capymoa.base.Classifier method) (capymoa.base.ClassifierSSL method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.SKClassifier method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.Finetune method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PassiveAggressiveClassifier method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) PredictionIntervalEvaluator (class in capymoa.evaluation) PredictionIntervalLearner (class in capymoa.base) PredictionIntervalWindowedEvaluator (class in capymoa.evaluation) predictions() (capymoa.evaluation.results.PrequentialResults method) prequential_evaluation() (in module capymoa.evaluation) prequential_evaluation_anomaly() (in module capymoa.evaluation) prequential_evaluation_multiple_learners() (in module capymoa.evaluation) prequential_ssl_evaluation() (in module capymoa.evaluation) PrequentialResults (class in capymoa.evaluation.results) PSI (class in capymoa.drift.detectors) pull() (capymoa.automl.EpsilonGreedy method) R r2() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) random_seed (capymoa.automl.AutoClass attribute) (capymoa.automl.BanditClassifier attribute) (capymoa.automl.SuccessiveHalvingClassifier attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.Classifier attribute) (capymoa.base.ClassifierSSL attribute) (capymoa.base.MOAClassifier attribute) (capymoa.base.MOAClassifierSSL attribute) (capymoa.base.SKClassifier attribute) (capymoa.classifier.AdaptiveRandomForestClassifier attribute) (capymoa.classifier.CSMOTE attribute) (capymoa.classifier.DynamicEnsembleMemberSelection attribute) (capymoa.classifier.DynamicWeightedMajority attribute) (capymoa.classifier.EFDT attribute) (capymoa.classifier.Finetune attribute) (capymoa.classifier.HoeffdingAdaptiveTree attribute) (capymoa.classifier.HoeffdingTree attribute) (capymoa.classifier.KNN attribute) (capymoa.classifier.LAST attribute) (capymoa.classifier.LeveragingBagging attribute) (capymoa.classifier.MajorityClass attribute) (capymoa.classifier.NaiveBayes attribute) (capymoa.classifier.NoChange attribute) (capymoa.classifier.OnlineAdwinBagging attribute) (capymoa.classifier.OnlineBagging attribute) (capymoa.classifier.OnlineSmoothBoost attribute) (capymoa.classifier.OzaBoost attribute) (capymoa.classifier.PassiveAggressiveClassifier attribute) (capymoa.classifier.PLASTIC attribute) (capymoa.classifier.SAMkNN attribute) (capymoa.classifier.SGDClassifier attribute) (capymoa.classifier.ShrubsClassifier attribute) (capymoa.classifier.StochasticGradientTree attribute) (capymoa.classifier.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN attribute) (capymoa.feature.FeatureImportanceClassifier attribute) (capymoa.feature.MOAFeatureImportanceClassifier attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) (capymoa.ocl.strategy.SLDA attribute) (capymoa.ssl.OSNN attribute) (capymoa.ssl.SLEADE attribute) (capymoa.stream.preprocessing.ClassifierPipeline attribute) (capymoa.stream.preprocessing.RandomSearchClassifierPE attribute) RandomRBFGenerator (class in capymoa.stream.generator) RandomRBFGeneratorDrift (class in capymoa.stream.generator) RandomSearchClassifierPE (class in capymoa.stream.preprocessing) RandomTreeGenerator (class in capymoa.stream.generator) RAR (class in capymoa.ocl.strategy) rate_period (capymoa.drift.eval_detector.EvaluateDriftDetector attribute) RBFm_100k (class in capymoa.datasets) RDDM (class in capymoa.drift.detectors) recall (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) recall() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) RecurrentConceptDriftStream (class in capymoa.stream.drift) RegressionEvaluator (class in capymoa.evaluation) RegressionInstance (class in capymoa.core) RegressionWindowedEvaluator (class in capymoa.evaluation) Regressor (class in capymoa.base) RegressorPipeline (class in capymoa.stream.preprocessing) RegressorPipelineElement (class in capymoa.stream.preprocessing) replace_and_move_to() (capymoa.stream.drift.IndexedCycle method) REQUIRES_FIT (capymoa.drift.base_detector.BaseDriftDetector attribute) (capymoa.drift.base_detector.MOADriftDetector attribute) (capymoa.drift.detectors.ABCD attribute) (capymoa.drift.detectors.ADWIN attribute) (capymoa.drift.detectors.AndersonDarling attribute) (capymoa.drift.detectors.BaseDataDriftDetector attribute) (capymoa.drift.detectors.BNDM attribute) (capymoa.drift.detectors.ChiSquare attribute) (capymoa.drift.detectors.CramerVonMises attribute) (capymoa.drift.detectors.CUSUM attribute) (capymoa.drift.detectors.D3 attribute) (capymoa.drift.detectors.DDM attribute) (capymoa.drift.detectors.EDDM attribute) (capymoa.drift.detectors.EnergyDistance attribute) (capymoa.drift.detectors.EWMAChart attribute) (capymoa.drift.detectors.GeometricMovingAverage attribute) (capymoa.drift.detectors.HDDMAverage attribute) (capymoa.drift.detectors.HDDMWeighted attribute) (capymoa.drift.detectors.Hellinger attribute) (capymoa.drift.detectors.JensenShannon attribute) (capymoa.drift.detectors.KLDivergence attribute) (capymoa.drift.detectors.KolmogorovSmirnov attribute) (capymoa.drift.detectors.MMD attribute) (capymoa.drift.detectors.OPTWIN attribute) (capymoa.drift.detectors.PageHinkley attribute) (capymoa.drift.detectors.PSI attribute) (capymoa.drift.detectors.RDDM attribute) (capymoa.drift.detectors.SEED attribute) (capymoa.drift.detectors.STEPD attribute) (capymoa.drift.detectors.STUDD attribute) (capymoa.drift.detectors.Wasserstein attribute) reset() (capymoa.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.AndersonDarling method) (capymoa.drift.detectors.BaseDataDriftDetector method) (capymoa.drift.detectors.BNDM method) (capymoa.drift.detectors.ChiSquare method) (capymoa.drift.detectors.CramerVonMises method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.D3 method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EDDM method) (capymoa.drift.detectors.EnergyDistance method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.Hellinger method) (capymoa.drift.detectors.JensenShannon method) (capymoa.drift.detectors.KLDivergence method) (capymoa.drift.detectors.KolmogorovSmirnov method) (capymoa.drift.detectors.MMD method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.PSI method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) (capymoa.drift.detectors.Wasserstein method) resnet110_32x32() (in module capymoa.core.torch.ann) resnet1202_32x32() (in module capymoa.core.torch.ann) resnet20_32x32() (in module capymoa.core.torch.ann) resnet32_32x32() (in module capymoa.core.torch.ann) resnet44_32x32() (in module capymoa.core.torch.ann) resnet56_32x32() (in module capymoa.core.torch.ann) restart() (capymoa.anomaly.datasets.TinyBlobs method) (capymoa.datasets.Airlines method) (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.KDD99 method) (capymoa.datasets.Nomao method) (capymoa.datasets.PokerHand method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) (capymoa.datasets.Spambase method) (capymoa.stream.ARFFStream method) (capymoa.stream.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.AgrawalGenerator method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.LEDGenerator method) (capymoa.stream.generator.LEDGeneratorDrift method) (capymoa.stream.generator.MixedGenerator method) (capymoa.stream.generator.RandomRBFGenerator method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.generator.SineGenerator method) (capymoa.stream.generator.STAGGERGenerator method) (capymoa.stream.generator.WaveformGenerator method) (capymoa.stream.generator.WaveformGeneratorDrift method) (capymoa.stream.MOAStream method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) (capymoa.stream.Stream method) (capymoa.stream.TorchStream method) result (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) rmae() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) rmse() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) RobustRandomCutForest (class in capymoa.anomaly) roc_auc() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) RotatedFashionMNIST (class in capymoa.ocl.datasets) RotatedMNIST (class in capymoa.ocl.datasets) RotatedTinyMNIST (class in capymoa.ocl.datasets) RSHash (class in capymoa.anomaly) RTG_2abrupt (class in capymoa.datasets) RWalk (class in capymoa.ocl.strategy) S s_auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) SAMkNN (class in capymoa.classifier) save_model() (in module capymoa.core.io) save_stream_arff() (in module capymoa.core.io) schema (capymoa.automl.AutoClass attribute) (capymoa.automl.BanditClassifier attribute) (capymoa.automl.SuccessiveHalvingClassifier attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.Classifier attribute) (capymoa.base.ClassifierSSL attribute) (capymoa.base.MOAClassifier attribute) (capymoa.base.MOAClassifierSSL attribute) (capymoa.base.SKClassifier attribute) (capymoa.classifier.AdaptiveRandomForestClassifier attribute) (capymoa.classifier.CSMOTE attribute) (capymoa.classifier.DynamicEnsembleMemberSelection attribute) (capymoa.classifier.DynamicWeightedMajority attribute) (capymoa.classifier.EFDT attribute) (capymoa.classifier.Finetune attribute) (capymoa.classifier.HoeffdingAdaptiveTree attribute) (capymoa.classifier.HoeffdingTree attribute) (capymoa.classifier.KNN attribute) (capymoa.classifier.LAST attribute) (capymoa.classifier.LeveragingBagging attribute) (capymoa.classifier.MajorityClass attribute) (capymoa.classifier.NaiveBayes attribute) (capymoa.classifier.NoChange attribute) (capymoa.classifier.OnlineAdwinBagging attribute) (capymoa.classifier.OnlineBagging attribute) (capymoa.classifier.OnlineSmoothBoost attribute) (capymoa.classifier.OzaBoost attribute) (capymoa.classifier.PassiveAggressiveClassifier attribute) (capymoa.classifier.PLASTIC attribute) (capymoa.classifier.SAMkNN attribute) (capymoa.classifier.SGDClassifier attribute) (capymoa.classifier.ShrubsClassifier attribute) (capymoa.classifier.StochasticGradientTree attribute) (capymoa.classifier.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN attribute) (capymoa.core.Instance property) (capymoa.core.LabeledInstance property) (capymoa.core.RegressionInstance property) (capymoa.datasets.Airlines attribute) (capymoa.datasets.Bike attribute) (capymoa.datasets.CovtFD attribute) (capymoa.datasets.Covtype attribute) (capymoa.datasets.CovtypeNorm attribute) (capymoa.datasets.CovtypeTiny attribute) (capymoa.datasets.Electricity attribute) (capymoa.datasets.ElectricityTiny attribute) (capymoa.datasets.Fried attribute) (capymoa.datasets.FriedTiny attribute) (capymoa.datasets.Hyper100k attribute) (capymoa.datasets.KDD99 attribute) (capymoa.datasets.Nomao attribute) (capymoa.datasets.PokerHand attribute) (capymoa.datasets.RBFm_100k attribute) (capymoa.datasets.RTG_2abrupt attribute) (capymoa.datasets.Sensor attribute) (capymoa.datasets.Spambase attribute) (capymoa.feature.FeatureImportanceClassifier attribute) (capymoa.feature.MOAFeatureImportanceClassifier attribute) (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) (capymoa.ocl.strategy.SLDA attribute) (capymoa.ssl.OSNN attribute) (capymoa.ssl.SLEADE attribute) (capymoa.stream.preprocessing.BasePipeline property) (capymoa.stream.preprocessing.ClassifierPipeline property) (capymoa.stream.preprocessing.RandomSearchClassifierPE attribute) (capymoa.stream.preprocessing.RegressorPipeline property) Schema (class in capymoa.stream) score_instance() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.IForestASD method) (capymoa.anomaly.Loda method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest method) (capymoa.anomaly.RSHash method) (capymoa.anomaly.StreamingIsolationForest method) (capymoa.anomaly.StreamRHF method) (capymoa.base.AnomalyDetector method) (capymoa.base.MOAAnomalyDetector method) SEA (class in capymoa.stream.generator) SEED (class in capymoa.drift.detectors) Sensor (class in capymoa.datasets) SGDClassifier (class in capymoa.classifier) SGDRegressor (class in capymoa.regressor) shape (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) (capymoa.stream.Schema property) ShrubsClassifier (class in capymoa.classifier) ShrubsRegressor (class in capymoa.regressor) SI (class in capymoa.ocl.strategy) SineGenerator (class in capymoa.stream.generator) SKClassifier (class in capymoa.base) sklearner (capymoa.base.SKClassifier attribute) (capymoa.base.SKRegressor attribute) (capymoa.classifier.PassiveAggressiveClassifier attribute) (capymoa.classifier.SGDClassifier attribute) (capymoa.regressor.PassiveAggressiveRegressor attribute) (capymoa.regressor.SGDRegressor attribute) SKRegressor (class in capymoa.base) SLDA (class in capymoa.ocl.strategy) SLEADE (class in capymoa.ssl) SOKNL (class in capymoa.regressor) SOKNLBT (class in capymoa.regressor) Spambase (class in capymoa.datasets) SplitCIFAR10 (class in capymoa.ocl.datasets) SplitCIFAR100 (class in capymoa.ocl.datasets) SplitCIFAR100ViT (class in capymoa.ocl.datasets) SplitCIFAR10ViT (class in capymoa.ocl.datasets) SplitCriterion (class in capymoa.core.moa.splitcriteria) SplitFashionMNIST (class in capymoa.ocl.datasets) SplitMNIST (class in capymoa.ocl.datasets) STAGGERGenerator (class in capymoa.stream.generator) statistic (capymoa.drift.detectors.DataDriftResult attribute) std (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) STEPD (class in capymoa.drift.detectors) StochasticGradientTree (class in capymoa.classifier) (class in capymoa.regressor) stream (capymoa.datasets.Airlines attribute) (capymoa.datasets.Bike attribute) (capymoa.datasets.CovtFD attribute) (capymoa.datasets.Covtype attribute) (capymoa.datasets.CovtypeNorm attribute) (capymoa.datasets.CovtypeTiny attribute) (capymoa.datasets.Electricity attribute) (capymoa.datasets.ElectricityTiny attribute) (capymoa.datasets.Fried attribute) (capymoa.datasets.FriedTiny attribute) (capymoa.datasets.Hyper100k attribute) (capymoa.datasets.KDD99 attribute) (capymoa.datasets.Nomao attribute) (capymoa.datasets.PokerHand attribute) (capymoa.datasets.RBFm_100k attribute) (capymoa.datasets.RTG_2abrupt attribute) (capymoa.datasets.Sensor attribute) (capymoa.datasets.Spambase attribute) (capymoa.evaluation.results.PrequentialResults attribute) (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) Stream (class in capymoa.stream) stream_from_file() (in module capymoa.stream) StreamingGradientBoostedRegression (class in capymoa.regressor) StreamingGradientBoostedTrees (class in capymoa.classifier) StreamingIsolationForest (class in capymoa.anomaly) StreamingRandomPatches (class in capymoa.classifier) StreamRHF (class in capymoa.anomaly) STUDD (class in capymoa.drift.detectors) subscribe() (capymoa.ocl.events.Dispatcher method) SuccessiveHalvingClassifier (class in capymoa.automl) T T_destination (capymoa.core.torch.ann.LeNet5 attribute) (capymoa.core.torch.ann.Perceptron attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) TargetMean (class in capymoa.regressor) TargetValue (in module capymoa.core) task_index (capymoa.ocl.evaluation.OCLMetrics attribute) task_mask (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) task_schedule (capymoa.ocl.datasets.DomainCIFAR100 attribute) (capymoa.ocl.datasets.DomainCIFAR100ViT attribute) (capymoa.ocl.datasets.RotatedFashionMNIST attribute) (capymoa.ocl.datasets.RotatedMNIST attribute) (capymoa.ocl.datasets.RotatedTinyMNIST attribute) (capymoa.ocl.datasets.SplitCIFAR10 attribute) (capymoa.ocl.datasets.SplitCIFAR100 attribute) (capymoa.ocl.datasets.SplitCIFAR100ViT attribute) (capymoa.ocl.datasets.SplitCIFAR10ViT attribute) (capymoa.ocl.datasets.SplitFashionMNIST attribute) (capymoa.ocl.datasets.SplitMNIST attribute) (capymoa.ocl.datasets.TinySplitMNIST attribute) test_loaders() (capymoa.ocl.datasets.DomainCIFAR100 method) (capymoa.ocl.datasets.DomainCIFAR100ViT method) (capymoa.ocl.datasets.RotatedFashionMNIST method) (capymoa.ocl.datasets.RotatedMNIST method) (capymoa.ocl.datasets.RotatedTinyMNIST method) (capymoa.ocl.datasets.SplitCIFAR10 method) (capymoa.ocl.datasets.SplitCIFAR100 method) (capymoa.ocl.datasets.SplitCIFAR100ViT method) (capymoa.ocl.datasets.SplitCIFAR10ViT method) (capymoa.ocl.datasets.SplitFashionMNIST method) (capymoa.ocl.datasets.SplitMNIST method) (capymoa.ocl.datasets.TinySplitMNIST method) test_task (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TestTaskBegin attribute) (capymoa.ocl.evaluation.events.TestTaskEnd attribute) TEST_TYPES (capymoa.drift.detectors.HDDMAverage attribute) (capymoa.drift.detectors.HDDMWeighted attribute) TestBegin (class in capymoa.ocl.evaluation.events) TestEnd (class in capymoa.ocl.evaluation.events) TestTaskBegin (class in capymoa.ocl.evaluation.events) TestTaskEnd (class in capymoa.ocl.evaluation.events) TinyBlobs (class in capymoa.anomaly.datasets) TinySplitMNIST (class in capymoa.ocl.datasets) to_moa_stream() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) to_stream() (capymoa.datasets.Airlines class method) (capymoa.datasets.Bike class method) (capymoa.datasets.CovtFD class method) (capymoa.datasets.Covtype class method) (capymoa.datasets.CovtypeNorm class method) (capymoa.datasets.CovtypeTiny class method) (capymoa.datasets.Electricity class method) (capymoa.datasets.ElectricityTiny class method) (capymoa.datasets.Fried class method) (capymoa.datasets.FriedTiny class method) (capymoa.datasets.Hyper100k class method) (capymoa.datasets.KDD99 class method) (capymoa.datasets.Nomao class method) (capymoa.datasets.PokerHand class method) (capymoa.datasets.RBFm_100k class method) (capymoa.datasets.RTG_2abrupt class method) (capymoa.datasets.Sensor class method) (capymoa.datasets.Spambase class method) TorchStream (class in capymoa.stream) total_pulls (capymoa.automl.EpsilonGreedy attribute) tp (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) train() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.IForestASD method) (capymoa.anomaly.Loda method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest method) (capymoa.anomaly.RSHash method) (capymoa.anomaly.StreamingIsolationForest method) (capymoa.anomaly.StreamRHF method) (capymoa.automl.AutoClass method) (capymoa.automl.BanditClassifier method) (capymoa.automl.SuccessiveHalvingClassifier method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchRegressor method) (capymoa.base.Classifier method) (capymoa.base.ClassifierSSL method) (capymoa.base.Clusterer method) (capymoa.base.MOAAnomalyDetector method) (capymoa.base.MOAClassifier method) (capymoa.base.MOAClassifierSSL method) (capymoa.base.MOAClusterer method) (capymoa.base.MOAPredictionIntervalLearner method) (capymoa.base.MOARegressor method) (capymoa.base.PredictionIntervalLearner method) (capymoa.base.Regressor method) (capymoa.base.SKClassifier method) (capymoa.base.SKRegressor method) (capymoa.classifier.AdaptiveRandomForestClassifier method) (capymoa.classifier.CSMOTE method) (capymoa.classifier.DynamicEnsembleMemberSelection method) (capymoa.classifier.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.Finetune method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN method) (capymoa.classifier.LAST method) (capymoa.classifier.LeveragingBagging method) (capymoa.classifier.MajorityClass method) (capymoa.classifier.NaiveBayes method) (capymoa.classifier.NoChange method) (capymoa.classifier.OnlineAdwinBagging method) (capymoa.classifier.OnlineBagging method) (capymoa.classifier.OnlineSmoothBoost method) (capymoa.classifier.OzaBoost method) (capymoa.classifier.PassiveAggressiveClassifier method) (capymoa.classifier.PLASTIC method) (capymoa.classifier.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StochasticGradientTree method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.cluster.Clustream method) (capymoa.cluster.Clustream_with_kmeans method) (capymoa.cluster.ClusTree method) (capymoa.cluster.Denstream_with_dbscan method) (capymoa.feature.FeatureImportanceClassifier method) (capymoa.feature.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.EWC method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.LWF method) (capymoa.ocl.strategy.MAS method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.RWalk method) (capymoa.ocl.strategy.SI method) (capymoa.ocl.strategy.SLDA method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FadingTargetMean method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.NoChange method) (capymoa.regressor.ORTO method) (capymoa.regressor.PassiveAggressiveRegressor method) (capymoa.regressor.SGDRegressor method) (capymoa.regressor.ShrubsRegressor method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.regressor.StochasticGradientTree method) (capymoa.regressor.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.uncertainty.AdaPI method) (capymoa.uncertainty.MVE method) train_loaders() (capymoa.ocl.datasets.DomainCIFAR100 method) (capymoa.ocl.datasets.DomainCIFAR100ViT method) (capymoa.ocl.datasets.RotatedFashionMNIST method) (capymoa.ocl.datasets.RotatedMNIST method) (capymoa.ocl.datasets.RotatedTinyMNIST method) (capymoa.ocl.datasets.SplitCIFAR10 method) (capymoa.ocl.datasets.SplitCIFAR100 method) (capymoa.ocl.datasets.SplitCIFAR100ViT method) (capymoa.ocl.datasets.SplitCIFAR10ViT method) (capymoa.ocl.datasets.SplitFashionMNIST method) (capymoa.ocl.datasets.SplitMNIST method) (capymoa.ocl.datasets.TinySplitMNIST method) train_on_unlabeled() (capymoa.base.ClassifierSSL method) (capymoa.base.MOAClassifierSSL method) (capymoa.ssl.OSNN method) (capymoa.ssl.SLEADE method) train_step() (capymoa.ocl.strategy.RAR method) train_task (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TestTaskBegin attribute) (capymoa.ocl.evaluation.events.TestTaskEnd attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainTaskBegin attribute) (capymoa.ocl.evaluation.events.TrainTaskEnd attribute) TrainBatchPredict (class in capymoa.ocl.evaluation.events) TrainBegin (class in capymoa.ocl.evaluation.events) TrainEnd (class in capymoa.ocl.evaluation.events) training (capymoa.core.torch.ann.LeNet5 attribute) (capymoa.core.torch.ann.Perceptron attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) TrainTaskBegin (class in capymoa.ocl.evaluation.events) TrainTaskEnd (class in capymoa.ocl.evaluation.events) transform_instance() (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) Transformer (class in capymoa.stream.preprocessing) TransformerPipelineElement (class in capymoa.stream.preprocessing) TRANSITION_FUNCTIONS (in module capymoa.stream.drift) ttt (capymoa.ocl.evaluation.OCLMetrics attribute) ttt_windowed_task_index (capymoa.ocl.evaluation.OCLMetrics attribute) U unsubscribe() (capymoa.ocl.events.Dispatcher method) update() (capymoa.automl.EpsilonGreedy method) (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) V VarianceReductionSplitCriterion (class in capymoa.core.moa.splitcriteria) W wallclock() (capymoa.evaluation.results.PrequentialResults method) Wasserstein (class in capymoa.drift.detectors) WaveformGenerator (class in capymoa.stream.generator) WaveformGeneratorDrift (class in capymoa.stream.generator) WeightedkNN (class in capymoa.classifier) window_size (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) windowed (capymoa.evaluation.results.PrequentialResults attribute) write_to_file() (capymoa.evaluation.results.PrequentialResults method) X x (capymoa.core.Instance property) (capymoa.core.LabeledInstance property) (capymoa.core.RegressionInstance property) (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) x_dtype (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) (capymoa.ocl.strategy.SLDA attribute) X_ref (capymoa.drift.detectors.AndersonDarling property) (capymoa.drift.detectors.BaseDataDriftDetector property) (capymoa.drift.detectors.BNDM property) (capymoa.drift.detectors.ChiSquare property) (capymoa.drift.detectors.CramerVonMises property) (capymoa.drift.detectors.D3 property) (capymoa.drift.detectors.EnergyDistance property) (capymoa.drift.detectors.Hellinger property) (capymoa.drift.detectors.JensenShannon property) (capymoa.drift.detectors.KLDivergence property) (capymoa.drift.detectors.KolmogorovSmirnov property) (capymoa.drift.detectors.MMD property) (capymoa.drift.detectors.PSI property) (capymoa.drift.detectors.Wasserstein property) Y y (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) y_dtype (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.EWC attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.LWF attribute) (capymoa.ocl.strategy.MAS attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.RWalk attribute) (capymoa.ocl.strategy.SI attribute) (capymoa.ocl.strategy.SLDA attribute) y_hat (capymoa.ocl.evaluation.events.EvalBatchPredict attribute) (capymoa.ocl.evaluation.events.TrainBatchPredict attribute) y_index (capymoa.core.LabeledInstance property) y_label (capymoa.core.LabeledInstance property) y_value (capymoa.core.RegressionInstance property)
