Index _ | A | B | C | D | E | F | G | H | I | L | M | N | P | R | S | T | U _ __init__() (TSCC.assessment.evaluation_handler.EvaluationHandler method) (TSCC.correction.ml.ML_byGAIN_DW method) (TSCC.correction.ml.ML_byMissForest method) (TSCC.correction.ml.ML_byRF method) (TSCC.detection.ml.ML_byIsolationForest method) (TSCC.detection.ml.ML_byMLP method) (TSCC.detection.ml.ML_byOneClassSVM method) (TSCC.detection.ml.ML_byRF method) (TSCC.preprocessing.general.Config method) (TSCC.preprocessing.general.DataSetHandler method) A abs_vol_error() (in module TSCC.assessment.model_error_metrics) addShapes() (in module TSCC.exploration.events) aggregate_sums() (in module TSCC.exploration.general) append_col_to_df_results() (TSCC.preprocessing.general.DataSetHandler method) append_col_to_df_train_test() (TSCC.preprocessing.general.DataSetHandler method) append_row_to_corr_eval() (TSCC.assessment.evaluation_handler.EvaluationHandler method) append_row_to_det_errorclass_eval() (TSCC.assessment.evaluation_handler.EvaluationHandler method) append_row_to_det_eval() (TSCC.assessment.evaluation_handler.EvaluationHandler method) B BASE_always_false_series() (in module TSCC.detection.baseline) BASE_always_true_series() (in module TSCC.detection.baseline) BASE_det_perfect() (in module TSCC.detection.baseline) BASE_NA_byMode() (in module TSCC.correction.baseline) BASE_NA_inSpace() (in module TSCC.correction.baseline) BASE_NA_withSpecFeature() (in module TSCC.correction.baseline) BASE_useDifferentFeature_NA_ByMode() (in module TSCC.correction.baseline) BASIC_byBoundaryVariance_60min() (in module TSCC.detection.basics) BASIC_byClimaAverage() (in module TSCC.detection.basics) BASIC_byExistance() (in module TSCC.detection.basics) BASIC_byNeighbors() (in module TSCC.detection.basics) BASIC_byPersistence() (in module TSCC.detection.basics) BASIC_byRange() (in module TSCC.detection.basics) BASIC_byStepChangeMax() (in module TSCC.detection.basics) C calculate_correctness_indicator() (in module TSCC.assessment.data_quality_coefficients) calculate_quality_coefficients() (in module TSCC.assessment.data_quality_coefficients) calculate_volume_indicator() (in module TSCC.assessment.data_quality_coefficients) check_equidistant_minute_timestamps() (in module TSCC.preprocessing.general) check_equidistant_problems() (in module TSCC.preprocessing.general) Config (class in TSCC.preprocessing.general) correction_evaluation_wrapper() (in module TSCC.assessment.evaluation_handler) D DataSetHandler (class in TSCC.preprocessing.general) detection_evaluation_wrapper() (in module TSCC.assessment.evaluation_handler) E EvaluationHandler (class in TSCC.assessment.evaluation_handler) F fct_indicator() (in module TSCC.exploration.events) feature_generation_heavyRainDWD() (in module TSCC.preprocessing.feature_generation) feature_generation_prevObs() (in module TSCC.preprocessing.feature_generation) feature_generation_time() (in module TSCC.preprocessing.feature_generation) feature_generation_uncertainty() (in module TSCC.preprocessing.feature_generation) feature_generation_wrapper() (in module TSCC.preprocessing.feature_generation) fit() (TSCC.correction.ml.ML_byMissForest method) (TSCC.correction.ml.ML_byRF method) (TSCC.detection.ml.ML_byIsolationForest method) (TSCC.detection.ml.ML_byMLP method) (TSCC.detection.ml.ML_byOneClassSVM method) (TSCC.detection.ml.ML_byRF method) G generateSyntheticErrors() (in module TSCC.preprocessing.synthetic_error_generation) get_complete_dataset() (TSCC.preprocessing.general.DataSetHandler method) get_det_errorclass_eval() (TSCC.assessment.evaluation_handler.EvaluationHandler method) get_det_eval() (TSCC.assessment.evaluation_handler.EvaluationHandler method) get_test_features() (TSCC.preprocessing.general.DataSetHandler method) get_test_targets() (TSCC.preprocessing.general.DataSetHandler method) get_train_features() (TSCC.preprocessing.general.DataSetHandler method) get_train_targets() (TSCC.preprocessing.general.DataSetHandler method) getCorrelationAnalysis() (in module TSCC.exploration.general) getDoubleMassAnalysis() (in module TSCC.exploration.general) getEventReturnPeriod() (in module TSCC.exploration.events) getEvents() (in module TSCC.exploration.events) getGapDist() (in module TSCC.exploration.general) getGeoStatValue() (in module TSCC.correction.geo_statisticals) getGrid() (in module TSCC.correction.geo_statisticals) getInterpolation() (in module TSCC.correction.geo_statisticals) getPlot() (in module TSCC.correction.geo_statisticals) getValueFromGrid() (in module TSCC.correction.geo_statisticals) H highlightEventsPlot() (in module TSCC.exploration.events) I identify_errorClasses() (in module TSCC.exploration.general) indicator_error_relevance() (in module TSCC.assessment.model_error_metrics) indices2dict() (in module TSCC.exploration.events) isCredible_ByNeighbors_yearly() (in module TSCC.exploration.general) L load_model() (TSCC.correction.ml.ML_byGAIN_DW method) (TSCC.correction.ml.ML_byMissForest method) (TSCC.correction.ml.ML_byRF method) (TSCC.detection.ml.ML_byIsolationForest method) (TSCC.detection.ml.ML_byMLP method) (TSCC.detection.ml.ML_byOneClassSVM method) (TSCC.detection.ml.ML_byRF method) M ML_byGAIN_DW (class in TSCC.correction.ml) ML_byIsolationForest (class in TSCC.detection.ml) ML_byMissForest (class in TSCC.correction.ml) ML_byMLP (class in TSCC.detection.ml) ML_byOneClassSVM (class in TSCC.detection.ml) ML_byRF (class in TSCC.correction.ml) (class in TSCC.detection.ml) module TSCC.assessment.data_quality_coefficients TSCC.assessment.evaluation_handler TSCC.assessment.model_error_metrics TSCC.correction.baseline TSCC.correction.geo_statisticals TSCC.correction.ml TSCC.correction.statistical TSCC.detection.baseline TSCC.detection.basics TSCC.detection.ml TSCC.detection.statistical TSCC.exploration.events TSCC.exploration.general TSCC.preprocessing.feature_generation TSCC.preprocessing.general TSCC.preprocessing.synthetic_error_generation N NSE() (in module TSCC.assessment.model_error_metrics) P peak_error() (in module TSCC.assessment.model_error_metrics) predict() (TSCC.correction.ml.ML_byMissForest method) (TSCC.correction.ml.ML_byRF method) (TSCC.detection.ml.ML_byIsolationForest method) (TSCC.detection.ml.ML_byMLP method) (TSCC.detection.ml.ML_byOneClassSVM method) (TSCC.detection.ml.ML_byRF method) R rate_error_relevance() (in module TSCC.assessment.model_error_metrics) reduce_training_samples() (TSCC.detection.ml.ML_byOneClassSVM method) rel_vol_error() (in module TSCC.assessment.model_error_metrics) relevance_fct_indicator() (in module TSCC.assessment.model_error_metrics) relevance_fct_root() (in module TSCC.assessment.model_error_metrics) S save_model() (TSCC.correction.ml.ML_byGAIN_DW method) (TSCC.correction.ml.ML_byMissForest method) (TSCC.correction.ml.ML_byRF method) (TSCC.detection.ml.ML_byIsolationForest method) (TSCC.detection.ml.ML_byMLP method) (TSCC.detection.ml.ML_byOneClassSVM method) (TSCC.detection.ml.ML_byRF method) setDictRect() (in module TSCC.exploration.events) SMOGN() (in module TSCC.preprocessing.general) SMOTE() (in module TSCC.preprocessing.general) SMOTEwithCat() (in module TSCC.preprocessing.general) squared_error_relevance_area() (in module TSCC.assessment.model_error_metrics) STAT_byCorrelationAnalysis() (in module TSCC.detection.statistical) STAT_byDistFromCenter() (in module TSCC.detection.statistical) STAT_byDistFromCenterRolling() (in module TSCC.detection.statistical) STAT_byFeature() (in module TSCC.correction.statistical) STAT_byFilling() (in module TSCC.correction.statistical) STAT_byInterpolation() (in module TSCC.correction.statistical) STAT_byIQR() (in module TSCC.detection.statistical) STAT_byIQRdiff() (in module TSCC.detection.statistical) STAT_byKalman() (in module TSCC.correction.statistical) STAT_byMode() (in module TSCC.correction.statistical) STAT_byRollingMean() (in module TSCC.correction.statistical) STAT_byZScore() (in module TSCC.detection.statistical) STAT_inSpace() (in module TSCC.correction.statistical) T train_test_fea_tar_split() (in module TSCC.preprocessing.general) TSCC.assessment.data_quality_coefficients module TSCC.assessment.evaluation_handler module TSCC.assessment.model_error_metrics module TSCC.correction.baseline module TSCC.correction.geo_statisticals module TSCC.correction.ml module TSCC.correction.statistical module TSCC.detection.baseline module TSCC.detection.basics module TSCC.detection.ml module TSCC.detection.statistical module TSCC.exploration.events module TSCC.exploration.general module TSCC.preprocessing.feature_generation module TSCC.preprocessing.general module TSCC.preprocessing.synthetic_error_generation module U undersampling_valrange() (in module TSCC.preprocessing.general)