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.base.AnomalyDetector 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches 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.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.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.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.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.splitcriteria.GiniSplitCriterion method) (capymoa.splitcriteria.InfoGainSplitCriterion method) (capymoa.splitcriteria.VarianceReductionSplitCriterion method) (capymoa.ssl.classifier.BatchClassifierSSL method) (capymoa.ssl.classifier.OSNN 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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.RegressorPipeline method) (capymoa.stream.PytorchStream method) (capymoa.stream.Schema method) (capymoa.stream.Stream method) A about() (in module capymoa) AbruptDrift (class in capymoa.stream.drift) accuracy() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) AdaPI (class in capymoa.prediction_interval) AdaptiveRandomForestClassifier (class in capymoa.classifier) AdaptiveRandomForestRegressor (class in capymoa.regressor) add_element() (capymoa.drift.base_detector.BaseDriftDetector 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) 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) AnomalyDetectionEvaluator (class in capymoa.evaluation) AnomalyDetector (class in capymoa.base) AnomalyScore (in module capymoa.type_alias) ARFFIMTDD (class in capymoa.regressor) ARFFStream (class in capymoa.stream) auc() (capymoa.evaluation.AnomalyDetectionEvaluator method) Autoencoder (class in capymoa.anomaly) average_length() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) B BaseDriftDetector (class in capymoa.drift.base_detector) BasePipeline (class in capymoa.stream.preprocessing) BatchClassifierSSL (class in capymoa.ssl.classifier) 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.base module capymoa.classifier module capymoa.datasets module capymoa.datasets.downloader 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.instance module capymoa.misc 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) ClassifierSSL (class in capymoa.base) CLI_help() (capymoa.anomaly.HalfSpaceTrees 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.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.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.CSVStream method) (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream method) (capymoa.stream.generator.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream method) Clusterer (class in capymoa.base) ClusteringEvaluator (class in capymoa.evaluation) 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) detected_change() (capymoa.drift.base_detector.BaseDriftDetector 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) detected_warning() (capymoa.drift.base_detector.BaseDriftDetector 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) 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.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) 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.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) Fried (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_class_and_init_attributes_with_values() (in module capymoa.stream.drift) get_clusterer_name() (capymoa.evaluation.ClusteringEvaluator method) get_clusters_centers() (capymoa.base.MOAClusterer method) get_clusters_radii() (capymoa.base.MOAClusterer method) get_clusters_weights() (capymoa.base.MOAClusterer method) get_download_dir() (in module capymoa.datasets) get_drifts() (capymoa.stream.drift.DriftStream method) (capymoa.stream.drift.RecurrentConceptDriftStream 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_clusters_centers() (capymoa.base.MOAClusterer method) get_micro_clusters_radii() (capymoa.base.MOAClusterer method) get_micro_clusters_weights() (capymoa.base.MOAClusterer 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.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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream 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_params() (capymoa.drift.base_detector.BaseDriftDetector 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) 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.Hyper100k method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor 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.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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream method) get_update_interval() (capymoa.evaluation.ClusteringEvaluator method) get_value_for_index() (capymoa.stream.Schema 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.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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream 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 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) LeveragingBagging (class in capymoa.classifier) load_model() (in module capymoa.misc) 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) 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) MOATransformer (class in capymoa.stream.preprocessing) module capymoa capymoa.anomaly capymoa.base capymoa.classifier capymoa.datasets capymoa.datasets.downloader capymoa.drift capymoa.drift.base_detector capymoa.drift.detectors capymoa.drift.eval_detector capymoa.env capymoa.evaluation capymoa.evaluation.results capymoa.instance capymoa.misc 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.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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream method) nmpiw() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) NoChange (class in capymoa.classifier) NumpyStream (class in capymoa.stream) O 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) PassiveAggressiveClassifier (class in capymoa.classifier) PassiveAggressiveRegressor (class in capymoa.regressor) precision() (capymoa.evaluation.ClassificationEvaluator method) (capymoa.evaluation.ClassificationWindowedEvaluator method) predict() (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.base.AnomalyDetector 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches 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.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.ssl.classifier.BatchClassifierSSL method) (capymoa.ssl.classifier.OSNN method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) predict_proba() (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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches method) (capymoa.ssl.classifier.BatchClassifierSSL method) (capymoa.ssl.classifier.OSNN method) (capymoa.stream.preprocessing.ClassifierPipeline 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_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) PytorchStream (class in capymoa.stream) R r2() (capymoa.evaluation.PredictionIntervalEvaluator method) (capymoa.evaluation.PredictionIntervalWindowedEvaluator method) (capymoa.evaluation.RegressionEvaluator method) (capymoa.evaluation.RegressionWindowedEvaluator method) RandomRBFGeneratorDrift (class in capymoa.stream.generator) 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) 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.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.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.HyperPlaneClassification method) (capymoa.stream.generator.HyperPlaneRegression method) (capymoa.stream.generator.RandomRBFGeneratorDrift method) (capymoa.stream.generator.RandomTreeGenerator method) (capymoa.stream.generator.SEA method) (capymoa.stream.NumpyStream method) (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) (capymoa.stream.PytorchStream method) (capymoa.stream.Stream 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.instance.Instance property) (capymoa.instance.LabeledInstance property) (capymoa.instance.RegressionInstance property) 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_learner() (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) SGDClassifier (class in capymoa.classifier) SGDRegressor (class in capymoa.regressor) 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) SplitCriterion (class in capymoa.splitcriteria) 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) TEST_TYPES (capymoa.drift.detectors.HDDMAverage attribute) (capymoa.drift.detectors.HDDMWeighted attribute) 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.Hyper100k method) (capymoa.datasets.RBFm_100k method) (capymoa.datasets.RTG_2abrupt method) (capymoa.datasets.Sensor method) train() (capymoa.anomaly.Autoencoder method) (capymoa.anomaly.HalfSpaceTrees method) (capymoa.anomaly.OnlineIsolationForest method) (capymoa.base.AnomalyDetector 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.StreamingGradientBoostedTrees method) (capymoa.classifier.StreamingRandomPatches 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.SOKNL method) (capymoa.regressor.SOKNLBT method) (capymoa.ssl.classifier.BatchClassifierSSL method) (capymoa.ssl.classifier.OSNN method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) train_on_batch() (capymoa.ssl.classifier.BatchClassifierSSL method) train_on_unlabeled() (capymoa.base.ClassifierSSL method) (capymoa.base.MOAClassifierSSL method) (capymoa.ssl.classifier.BatchClassifierSSL method) (capymoa.ssl.classifier.OSNN method) transform() (capymoa.stream.preprocessing.BasePipeline method) (capymoa.stream.preprocessing.ClassifierPipeline method) (capymoa.stream.preprocessing.RegressorPipeline method) transform_instance() (capymoa.stream.preprocessing.MOATransformer method) (capymoa.stream.preprocessing.Transformer method) Transformer (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) V VarianceReductionSplitCriterion (class in capymoa.splitcriteria) W wallclock() (capymoa.evaluation.results.PrequentialResults method) 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)