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.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.automl.AutoClass method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN 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.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.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip method) (capymoa.datasets.Electricity method) (capymoa.datasets.ElectricityTiny method) (capymoa.datasets.Fried method) (capymoa.datasets.FriedTiny method) (capymoa.datasets.Hyper100k method) (capymoa.datasets.ocl.SplitCIFAR10 method) (capymoa.datasets.ocl.SplitCIFAR100 method) (capymoa.datasets.ocl.SplitFashionMNIST method) (capymoa.datasets.ocl.SplitMNIST method) (capymoa.datasets.ocl.TinySplitMNIST 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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) (capymoa.drift.eval_detector.EvaluateDetector method) (capymoa.evaluation.AnomalyDetectionEvaluator method) (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) (capymoa.evaluation.ClusteringEvaluator method) (capymoa.evaluation.ocl.OCLMetrics method) (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) (capymoa.evaluation.results.PrequentialResults method) (capymoa.instance.Instance method) (capymoa.instance.LabeledInstance method) (capymoa.instance.RegressionInstance method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor 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.splitcriteria.GiniSplitCriterion method) (capymoa.splitcriteria.InfoGainSplitCriterion method) (capymoa.splitcriteria.VarianceReductionSplitCriterion method) (capymoa.ssl.classifier.OSNN method) (capymoa.stream.ARFFStream method) (capymoa.stream.ConcatStream 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.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.TorchClassifyStream method) __iter__() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream method) __next__() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream 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.evaluation.ocl.OCLMetrics attribute) accuracy_all_avg (capymoa.evaluation.ocl.OCLMetrics attribute) accuracy_final (capymoa.evaluation.ocl.OCLMetrics attribute) accuracy_matrix (capymoa.evaluation.ocl.OCLMetrics attribute) accuracy_seen (capymoa.evaluation.ocl.OCLMetrics attribute) accuracy_seen_avg (capymoa.evaluation.ocl.OCLMetrics attribute) AdaPI (class in capymoa.prediction_interval) 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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD 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.evaluation.ocl.OCLMetrics attribute) anytime_accuracy_all_avg (capymoa.evaluation.ocl.OCLMetrics attribute) anytime_accuracy_matrix (capymoa.evaluation.ocl.OCLMetrics attribute) anytime_accuracy_seen (capymoa.evaluation.ocl.OCLMetrics attribute) anytime_accuracy_seen_avg (capymoa.evaluation.ocl.OCLMetrics attribute) anytime_task_index (capymoa.evaluation.ocl.OCLMetrics attribute) ARFFIMTDD (class in capymoa.regressor) ARFFStream (class in capymoa.stream) 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.evaluation.ocl.OCLMetrics attribute) BaseDriftDetector (class in capymoa.drift.base_detector) BasePipeline (class in capymoa.stream.preprocessing) batch_train() (capymoa.base.BatchClassifier method) (capymoa.base.BatchClassifierSSL method) (capymoa.base.BatchRegressor method) BatchClassifier (class in capymoa.base) BatchClassifierSSL (class in capymoa.base) BatchRegressor (class in capymoa.base) Bike (class in capymoa.datasets) C calc_detection_delay() (capymoa.drift.eval_detector.EvaluateDetector static method) calc_false_alarms() (capymoa.drift.eval_detector.EvaluateDetector static method) calc_performance() (capymoa.drift.eval_detector.EvaluateDetector method) capymoa module capymoa.anomaly module capymoa.automl module capymoa.base module capymoa.classifier module capymoa.clusterers module capymoa.datasets module capymoa.datasets.downloader module capymoa.datasets.ocl 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.ocl module capymoa.evaluation.results module capymoa.instance module capymoa.misc module capymoa.ocl module capymoa.prediction_interval module capymoa.regressor module capymoa.splitcriteria module capymoa.ssl module capymoa.ssl.classifier 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) 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.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN 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.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.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor method) (capymoa.regressor.ORTO method) (capymoa.regressor.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.stream.ARFFStream method) (capymoa.stream.ConcatStream 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.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.TorchClassifyStream 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) ConcatStream (class in capymoa.stream) count_number_of_lines() (capymoa.stream.CSVStream method) 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) 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) DDM (class in capymoa.drift.detectors) default_task_count (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) default_test_transform (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) default_train_transform (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD 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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) download() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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) DownloadableDataset (class in capymoa.datasets.downloader) DownloadARFFGzip (class in capymoa.datasets.downloader) Drift (class in capymoa.stream.drift) DriftDetectorPipelineElement (class in capymoa.stream.preprocessing) DriftStream (class in capymoa.stream.drift) DynamicWeightedMajority (class in capymoa.classifier) E EFDT (class in capymoa.classifier) Electricity (class in capymoa.datasets) ElectricityTiny (class in capymoa.datasets) EvaluateDetector (class in capymoa.drift.eval_detector) EWMAChart (class in capymoa.drift.detectors) extract() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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) F f1_score() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) FeatureVector (in module capymoa.type_alias) FIMTDD (class in capymoa.regressor) forward_transfer (capymoa.evaluation.ocl.OCLMetrics 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_custom() (capymoa.stream.Schema static method) from_java_instance() (capymoa.instance.Instance class method) (capymoa.instance.LabeledInstance class method) (capymoa.instance.RegressionInstance class method) G GeometricMovingAverage (class in capymoa.drift.detectors) 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_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.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream 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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) get_path() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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) 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.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream method) get_severity() (capymoa.drift.detectors.ABCD method) get_update_interval() (capymoa.evaluation.ClusteringEvaluator method) get_value_for_index() (capymoa.stream.Schema method) get_weights() (capymoa.base.ClusteringResult 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) 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.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream 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) Instance (class in capymoa.instance) 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 Label (in module capymoa.type_alias) LabeledInstance (class in capymoa.instance) LabelIndex (in module capymoa.type_alias) LabelProbabilities (in module capymoa.type_alias) learner (capymoa.evaluation.results.PrequentialResults attribute) LEDGenerator (class in capymoa.stream.generator) LEDGeneratorDrift (class in capymoa.stream.generator) legacy_load_model() (in module capymoa.misc) legacy_save_model() (in module capymoa.misc) 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_instances() (capymoa.evaluation.results.PrequentialResults method) mean (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST 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) 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) MOAPredictionIntervalLearner (class in capymoa.base) MOARegressor (class in capymoa.base) MOAStream (class in capymoa.stream) MOATransformer (class in capymoa.stream.preprocessing) module capymoa capymoa.anomaly capymoa.automl capymoa.base capymoa.classifier capymoa.clusterers capymoa.datasets capymoa.datasets.downloader capymoa.datasets.ocl capymoa.drift capymoa.drift.base_detector capymoa.drift.detectors capymoa.drift.eval_detector capymoa.env capymoa.evaluation capymoa.evaluation.ocl capymoa.evaluation.results capymoa.instance capymoa.misc capymoa.ocl capymoa.prediction_interval capymoa.regressor capymoa.splitcriteria capymoa.ssl capymoa.ssl.classifier capymoa.stream capymoa.stream.drift capymoa.stream.generator capymoa.stream.preprocessing capymoa.type_alias MVE (class in capymoa.prediction_interval) N NaiveBayes (class in capymoa.classifier) next_instance() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream method) nmpiw() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) NoChange (class in capymoa.classifier) num_classes (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) NumpyStream (class in capymoa.stream) O ocl_train_eval_loop() (in module capymoa.evaluation.ocl) OCLMetrics (class in capymoa.evaluation.ocl) OnlineAdwinBagging (class in capymoa.classifier) OnlineBagging (class in capymoa.classifier) OnlineIsolationForest (class in capymoa.anomaly) OnlineSmoothBoost (class in capymoa.classifier) ORTO (class in capymoa.regressor) OSNN (class in capymoa.ssl.classifier) other_metrics() (capymoa.evaluation.results.PrequentialResults method) OzaBoost (class in capymoa.classifier) P PageHinkley (class in capymoa.drift.detectors) 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) PipelineElement (class in capymoa.stream.preprocessing) pre_train() (capymoa.drift.detectors.ABCD method) precision() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) predict() (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.automl.AutoClass method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN 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.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor 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.ssl.classifier.OSNN method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) predict_proba() (capymoa.automl.AutoClass method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN 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.SAMkNN method) (capymoa.classifier.SGDClassifier method) (capymoa.classifier.ShrubsClassifier method) (capymoa.classifier.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.classifier.WeightedkNN method) (capymoa.ssl.classifier.OSNN 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.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) (capymoa.evaluation.results.PrequentialResults method) prequential_cumulative_accuracy (capymoa.evaluation.ocl.OCLMetrics attribute) 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) 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.base.BatchClassifier attribute) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority attribute) (capymoa.classifier.EFDT attribute) (capymoa.classifier.HoeffdingAdaptiveTree attribute) (capymoa.classifier.HoeffdingTree attribute) (capymoa.classifier.KNN 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.SAMkNN attribute) (capymoa.classifier.SGDClassifier attribute) (capymoa.classifier.ShrubsClassifier attribute) (capymoa.classifier.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN attribute) (capymoa.ssl.classifier.OSNN 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) RBFm_100k (class in capymoa.datasets) RDDM (class in capymoa.drift.detectors) 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.PageHinkley method) (capymoa.drift.detectors.RDDM method) (capymoa.drift.detectors.SEED method) (capymoa.drift.detectors.STEPD method) restart() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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.ConcatStream 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.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.TorchClassifyStream 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) RTG_2abrupt (class in capymoa.datasets) S s_auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) SAMkNN (class in capymoa.classifier) save_model() (in module capymoa.misc) schema (capymoa.automl.AutoClass attribute) (capymoa.base.BatchClassifier attribute) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority attribute) (capymoa.classifier.EFDT attribute) (capymoa.classifier.HoeffdingAdaptiveTree attribute) (capymoa.classifier.HoeffdingTree attribute) (capymoa.classifier.KNN 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.SAMkNN attribute) (capymoa.classifier.SGDClassifier attribute) (capymoa.classifier.ShrubsClassifier attribute) (capymoa.classifier.StreamingGradientBoostedTrees attribute) (capymoa.classifier.StreamingRandomPatches attribute) (capymoa.classifier.WeightedkNN attribute) (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) (capymoa.instance.Instance property) (capymoa.instance.LabeledInstance property) (capymoa.instance.RegressionInstance property) (capymoa.ssl.classifier.OSNN attribute) (capymoa.stream.preprocessing.ClassifierPipeline attribute) (capymoa.stream.preprocessing.RandomSearchClassifierPE attribute) Schema (class in capymoa.stream) score_instance() (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest 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) set_test_task() (capymoa.ocl.TaskAware method) set_train_task() (capymoa.ocl.TaskAware method) (capymoa.ocl.TaskBoundaryAware method) SGDClassifier (class in capymoa.classifier) SGDRegressor (class in capymoa.regressor) 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) SOKNL (class in capymoa.regressor) SOKNLBT (class in capymoa.regressor) SplitCIFAR10 (class in capymoa.datasets.ocl) SplitCIFAR100 (class in capymoa.datasets.ocl) SplitCriterion (class in capymoa.splitcriteria) SplitFashionMNIST (class in capymoa.datasets.ocl) SplitMNIST (class in capymoa.datasets.ocl) STAGGERGenerator (class in capymoa.stream.generator) std (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) STEPD (class in capymoa.drift.detectors) stream (capymoa.evaluation.results.PrequentialResults attribute) Stream (class in capymoa.stream) stream_from_file() (in module capymoa.stream) StreamingGradientBoostedTrees (class in capymoa.classifier) StreamingRandomPatches (class in capymoa.classifier) T TargetValue (in module capymoa.type_alias) task_index (capymoa.evaluation.ocl.OCLMetrics attribute) task_schedule (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) TaskAware (class in capymoa.ocl) TaskBoundaryAware (class in capymoa.ocl) test_streams (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) TEST_TYPES (capymoa.drift.detectors.HDDMAverage attribute) (capymoa.drift.detectors.HDDMWeighted attribute) TinySplitMNIST (class in capymoa.datasets.ocl) to_stream() (capymoa.datasets.Bike method) (capymoa.datasets.CovtFD method) (capymoa.datasets.Covtype method) (capymoa.datasets.CovtypeNorm method) (capymoa.datasets.CovtypeTiny method) (capymoa.datasets.downloader.DownloadableDataset method) (capymoa.datasets.downloader.DownloadARFFGzip 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) TorchClassifyStream (class in capymoa.stream) train() (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.automl.AutoClass method) (capymoa.base.AnomalyDetector method) (capymoa.base.BatchClassifier method) (capymoa.base.BatchClassifierSSL 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.DynamicWeightedMajority method) (capymoa.classifier.EFDT method) (capymoa.classifier.HoeffdingAdaptiveTree method) (capymoa.classifier.HoeffdingTree method) (capymoa.classifier.KNN 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.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.prediction_interval.AdaPI method) (capymoa.prediction_interval.MVE method) (capymoa.regressor.AdaptiveRandomForestRegressor method) (capymoa.regressor.ARFFIMTDD method) (capymoa.regressor.FIMTDD method) (capymoa.regressor.KNNRegressor 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.ssl.classifier.OSNN method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RandomSearchClassifierPE method) (capymoa.stream.preprocessing.RegressorPipeline method) train_on_unlabeled() (capymoa.base.BatchClassifierSSL method) (capymoa.base.ClassifierSSL method) (capymoa.base.MOAClassifierSSL method) (capymoa.ssl.classifier.OSNN method) train_streams (capymoa.datasets.ocl.SplitCIFAR10 attribute) (capymoa.datasets.ocl.SplitCIFAR100 attribute) (capymoa.datasets.ocl.SplitFashionMNIST attribute) (capymoa.datasets.ocl.SplitMNIST attribute) (capymoa.datasets.ocl.TinySplitMNIST attribute) transform_instance() (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) Transformer (class in capymoa.stream.preprocessing) TransformerPipelineElement (class in capymoa.stream.preprocessing) U update() (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) update_metrics() (capymoa.drift.eval_detector.EvaluateDetector method) url (capymoa.datasets.ocl.TinySplitMNIST attribute) 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) Y y_index (capymoa.instance.LabeledInstance property) y_label (capymoa.instance.LabeledInstance property) y_value (capymoa.instance.RegressionInstance property)