Index

_

__init__() (capymoa.ann.LeNet5 method) (capymoa.ann.Perceptron method) (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan 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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD 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_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) (capymoa.instance.Instance method) (capymoa.instance.LabeledInstance method) (capymoa.instance.RegressionInstance 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.OCLMetrics method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.SLDA method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE 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.StreamingGradientBoostedRegression method) (capymoa.regressor.TargetMean method) (capymoa.splitcriteria.GiniSplitCriterion method) (capymoa.splitcriteria.InfoGainSplitCriterion method) (capymoa.splitcriteria.VarianceReductionSplitCriterion 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.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)

__iter__() (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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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.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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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)

A

ABCD (class in capymoa.drift.detectors) about() (in module capymoa) 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.prediction_interval) 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.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD 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) 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) auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) 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) BaseDriftDetector (class in capymoa.drift.base_detector) BasePipeline (class in capymoa.stream.preprocessing) 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.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.SLDA method) batch_predict_proba() (capymoa.base.BatchClassifier method) (capymoa.classifier.Finetune method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR 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.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR 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) boundaries (capymoa.ocl.evaluation.OCLMetrics attribute) burn_in (capymoa.automl.EpsilonGreedy attribute)

C

calc_performance() (capymoa.drift.eval_detector.EvaluateDriftDetector method) capymoa module capymoa.ann module capymoa.anomaly module capymoa.automl module capymoa.base module capymoa.classifier module capymoa.clusterers 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_selection module capymoa.instance module capymoa.misc module capymoa.ocl module capymoa.ocl.base module capymoa.ocl.datasets module capymoa.ocl.evaluation module capymoa.ocl.strategy module capymoa.ocl.strategy.l2p module capymoa.ocl.util module capymoa.ocl.util.data module capymoa.prediction_interval module capymoa.regressor module capymoa.splitcriteria module capymoa.ssl module capymoa.stream module capymoa.stream.drift module capymoa.stream.generator module capymoa.stream.preprocessing module capymoa.type_alias module capymoa_datasets_dir() (in module capymoa.env) capymoa_jvm_args() (in module capymoa.env) capymoa_moa_jar() (in module capymoa.env) 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.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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan 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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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.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_selection.MOAFeatureImportanceClassifier method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE 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.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)

Clusterer (class in capymoa.base) ClusteringEvaluator (class in capymoa.evaluation) ClusteringResult (class in capymoa.base) Clustream (class in capymoa.clusterers) Clustream_with_kmeans (class in capymoa.clusterers) ClusTree (class in capymoa.clusterers) 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) 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

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.clusterers) 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.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD 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.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) device (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.SLDA 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) DynamicEnsembleMemberSelection (class in capymoa.classifier) DynamicWeightedMajority (class in capymoa.classifier)

E

EFDT (class in capymoa.classifier) Electricity (class in capymoa.datasets) ElectricityTiny (class in capymoa.datasets) episode_recall (capymoa.drift.eval_detector.DriftDetectionMetrics attribute)

epsilon (capymoa.automl.EpsilonGreedy attribute) EpsilonGreedy (class in capymoa.automl) EvaluateDriftDetector (class in capymoa.drift.eval_detector) 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_selection.MOAFeatureImportanceClassifier attribute) FeatureImportanceClassifier (class in capymoa.feature_selection) FeatureVector (in module capymoa.type_alias) FIMTDD (class in capymoa.regressor) Finetune (class in capymoa.classifier) fn (capymoa.drift.eval_detector.DriftDetectionMetrics attribute) forward() (capymoa.ann.LeNet5 method) (capymoa.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.instance.Instance class method) (capymoa.instance.LabeledInstance class method) (capymoa.instance.RegressionInstance class method) from_classification() (capymoa.stream.TorchStream static method) from_csv_row() (capymoa.instance.Instance class method) (capymoa.instance.LabeledInstance class method) (capymoa.instance.RegressionInstance class method) from_custom() (capymoa.stream.Schema static method) from_java_instance() (capymoa.instance.Instance class method) (capymoa.instance.LabeledInstance class method) (capymoa.instance.RegressionInstance class method) from_regression() (capymoa.stream.TorchStream static 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.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan 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_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) get_ids() (capymoa.base.ClusteringResult method) get_index_for_label() (capymoa.stream.Schema 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.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan method) get_moa_filter() (capymoa.stream.preprocessing.MOATransformer method) get_moa_header() (capymoa.stream.Schema method) get_moa_stream() (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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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.drift.base_detector.BaseDriftDetector method) (capymoa.drift.base_detector.MOADriftDetector method) (capymoa.drift.detectors.ABCD method) (capymoa.drift.detectors.ADWIN method) (capymoa.drift.detectors.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD 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.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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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) get_severity() (capymoa.drift.detectors.ABCD method) get_targets() (in module capymoa.ocl.util.data) get_top_k_features() (capymoa.feature_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.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_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) GiniSplitCriterion (class in capymoa.splitcriteria) 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) has_more_instances() (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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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) 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

implements_macro_clusters() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan method) implements_micro_clusters() (capymoa.base.Clusterer method) (capymoa.base.MOAClusterer method) (capymoa.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan method)

IndexedCycle (class in capymoa.stream.drift) InfoGainSplitCriterion (class in capymoa.splitcriteria) initialize() (capymoa.automl.EpsilonGreedy method) Instance (class in capymoa.instance) instance_from_arr() (capymoa.drift.detectors.STUDD method) is_classification() (capymoa.stream.Schema method) is_regression() (capymoa.stream.Schema method) is_y_index_in_range() (capymoa.stream.Schema method)

J

java_instance (capymoa.instance.Instance property) (capymoa.instance.LabeledInstance property) (capymoa.instance.RegressionInstance property)

java_object() (capymoa.splitcriteria.GiniSplitCriterion method) (capymoa.splitcriteria.InfoGainSplitCriterion method) (capymoa.splitcriteria.SplitCriterion method) (capymoa.splitcriteria.VarianceReductionSplitCriterion method)

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) KNN (class in capymoa.classifier) KNNRegressor (class in capymoa.regressor)

L

L2P (class in capymoa.ocl.strategy.l2p) L2PViT (class in capymoa.ocl.strategy.l2p) Label (in module capymoa.type_alias) LabeledInstance (class in capymoa.instance) LabelIndex (in module capymoa.type_alias) LabelProbabilities (in module capymoa.type_alias) LAST (class in capymoa.classifier)

learner (capymoa.evaluation.results.PrequentialResults attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) LEDGenerator (class in capymoa.stream.generator) LEDGeneratorDrift (class in capymoa.stream.generator) LeNet5 (class in capymoa.ann) LeveragingBagging (class in capymoa.classifier) load_model() (in module capymoa.misc) loss() (capymoa.drift.detectors.ABCD method)

M

mae() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) MajorityClass (class in capymoa.classifier) 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) 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_selection) 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 capymoa.ann capymoa.anomaly capymoa.automl capymoa.base capymoa.classifier capymoa.clusterers capymoa.datasets capymoa.drift capymoa.drift.base_detector capymoa.drift.detectors capymoa.drift.eval_detector capymoa.env capymoa.evaluation capymoa.evaluation.results capymoa.feature_selection capymoa.instance capymoa.misc capymoa.ocl capymoa.ocl.base capymoa.ocl.datasets capymoa.ocl.evaluation capymoa.ocl.strategy capymoa.ocl.strategy.l2p capymoa.ocl.util capymoa.ocl.util.data capymoa.prediction_interval capymoa.regressor capymoa.splitcriteria capymoa.ssl capymoa.stream capymoa.stream.drift capymoa.stream.generator capymoa.stream.preprocessing capymoa.type_alias MVE (class in capymoa.prediction_interval)

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_tasks (capymoa.ocl.evaluation.OCLMetrics attribute) NaiveBayes (class in capymoa.classifier) NCM (class in capymoa.ocl.strategy) next_instance() (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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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) 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.base.TestTaskAware method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.RAR method) on_train_task() (capymoa.ocl.base.TrainTaskAware method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.RAR 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

PageHinkley (class in capymoa.drift.detectors) 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.ann) PipelineElement (class in capymoa.stream.preprocessing) PLASTIC (class in capymoa.classifier) plot_feature_importance() (in module capymoa.feature_selection) plot_windowed_feature_importance() (in module capymoa.feature_selection) 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.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.feature_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.SLDA method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE 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.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)

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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.feature_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.SLDA method) (capymoa.regressor.StreamingGradientBoostedRegression 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) 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.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN attribute) (capymoa.feature_selection.FeatureImportanceClassifier attribute) (capymoa.feature_selection.MOAFeatureImportanceClassifier attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.SLDA attribute) (capymoa.regressor.StreamingGradientBoostedRegression 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.instance) 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)

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.CUSUM method) (capymoa.drift.detectors.DDM method) (capymoa.drift.detectors.EWMAChart method) (capymoa.drift.detectors.GeometricMovingAverage method) (capymoa.drift.detectors.HDDMAverage method) (capymoa.drift.detectors.HDDMWeighted method) (capymoa.drift.detectors.OPTWIN method) (capymoa.drift.detectors.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.detectors.STUDD method) resnet110_32x32() (in module capymoa.ann) resnet1202_32x32() (in module capymoa.ann) resnet20_32x32() (in module capymoa.ann) resnet32_32x32() (in module capymoa.ann) resnet44_32x32() (in module capymoa.ann) resnet56_32x32() (in module capymoa.ann) restart() (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.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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) 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) RotatedFashionMNIST (class in capymoa.ocl.datasets) RotatedMNIST (class in capymoa.ocl.datasets) RotatedTinyMNIST (class in capymoa.ocl.datasets) RTG_2abrupt (class in capymoa.datasets)

S

s_auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) SAMkNN (class in capymoa.classifier) save_model() (in module capymoa.misc) save_stream_arff() (in module capymoa.misc) 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.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN 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.RBFm_100k attribute) (capymoa.datasets.RTG_2abrupt attribute) (capymoa.datasets.Sensor attribute) (capymoa.feature_selection.FeatureImportanceClassifier attribute) (capymoa.feature_selection.MOAFeatureImportanceClassifier attribute) (capymoa.instance.Instance property) (capymoa.instance.LabeledInstance property) (capymoa.instance.RegressionInstance property) (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.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.SLDA attribute) (capymoa.regressor.StreamingGradientBoostedRegression attribute) (capymoa.ssl.OSNN attribute) (capymoa.ssl.SLEADE attribute) (capymoa.stream.preprocessing.ClassifierPipeline attribute) (capymoa.stream.preprocessing.RandomSearchClassifierPE attribute) Schema (class in capymoa.stream) score_instance() (capymoa.anomaly.AdaptiveIsolationForest method) (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest 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) 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) 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.splitcriteria) SplitFashionMNIST (class in capymoa.ocl.datasets) SplitMNIST (class in capymoa.ocl.datasets) STAGGERGenerator (class in capymoa.stream.generator) 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) stream (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) SuccessiveHalvingClassifier (class in capymoa.automl)

T

TargetMean (class in capymoa.regressor) TargetValue (in module capymoa.type_alias) 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_TYPES (capymoa.drift.detectors.HDDMAverage attribute) (capymoa.drift.detectors.HDDMWeighted attribute) TestTaskAware (class in capymoa.ocl.base) TinySplitMNIST (class in capymoa.ocl.datasets) to_stream() (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.RBFm_100k class method) (capymoa.datasets.RTG_2abrupt class method) (capymoa.datasets.Sensor 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.OnlineIsolationForest method) (capymoa.anomaly.RobustRandomCutForest 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.clusterers.Clustream method) (capymoa.clusterers.Clustream_with_kmeans method) (capymoa.clusterers.ClusTree method) (capymoa.clusterers.Denstream_with_dbscan method) (capymoa.feature_selection.FeatureImportanceClassifier method) (capymoa.feature_selection.MOAFeatureImportanceClassifier method) (capymoa.ocl.strategy.ExperienceReplay method) (capymoa.ocl.strategy.GDumb method) (capymoa.ocl.strategy.l2p.L2P method) (capymoa.ocl.strategy.NCM method) (capymoa.ocl.strategy.RAR method) (capymoa.ocl.strategy.SLDA method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE 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.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)

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) TrainTaskAware (class in capymoa.ocl.base) transform_instance() (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) Transformer (class in capymoa.stream.preprocessing) TransformerPipelineElement (class in capymoa.stream.preprocessing) ttt (capymoa.ocl.evaluation.OCLMetrics attribute) ttt_windowed_task_index (capymoa.ocl.evaluation.OCLMetrics attribute)

U

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.splitcriteria)

W

wallclock() (capymoa.evaluation.results.PrequentialResults method) WaveformGenerator (class in capymoa.stream.generator) WaveformGeneratorDrift (class in capymoa.stream.generator)

WeightedkNN (class in capymoa.classifier) windowed (capymoa.evaluation.results.PrequentialResults attribute) write_to_file() (capymoa.evaluation.results.PrequentialResults method)

X

x (capymoa.instance.Instance property) (capymoa.instance.LabeledInstance property) (capymoa.instance.RegressionInstance property) x_dtype (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.SLDA attribute)

Y

y_dtype (capymoa.base.Batch attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchRegressor attribute) (capymoa.classifier.Finetune attribute) (capymoa.ocl.strategy.ExperienceReplay attribute) (capymoa.ocl.strategy.GDumb attribute) (capymoa.ocl.strategy.l2p.L2P attribute) (capymoa.ocl.strategy.NCM attribute) (capymoa.ocl.strategy.RAR attribute) (capymoa.ocl.strategy.SLDA attribute)

y_index (capymoa.instance.LabeledInstance property) y_label (capymoa.instance.LabeledInstance property) y_value (capymoa.instance.RegressionInstance property)