Index

A

AbsTask (class in dqa.tasks.transformations) Accuracy (class in dqa.tasks.feedback) add_resolving_parameters() (dqa.configuration.configuration.ConfigCollection method) Algorithm (class in dqa.configuration.configuration)

algorithm (dqa.configuration.configuration.PickledClassifier attribute) algorithms (dqa.configuration.configuration.ConfigSystem attribute) algorithms_classes (dqa.configuration.configuration.ConfigSystem attribute) auto_convert() (in module dqa.utils) AutoRescaleFactors (class in dqa.tasks.transformations)

B

BalanceClassificationTrainingSet (class in dqa.tasks.ml)

BinaryChangeIndicatorMargin (class in dqa.tasks.transformations) BlockCsvHeaderProcessor (class in dqa.connectors.csv_headers)

C

CategoricalToNumbers (class in dqa.tasks.transformations) CategoryToOneHot (class in dqa.tasks.ml) class_dict (dqa.configuration.configuration.ConfigCollection attribute) CLASSIFICATION (dqa.utils.Timer attribute) CleanEmpty (class in dqa.tasks.data_filtering) ComputeTimestamps (class in dqa.tasks.time_series) Concatenate (class in dqa.tasks.transformations) ConcatenateRows (class in dqa.tasks.data_structure) ConcatMeasurements (class in dqa.tasks.data_structure) ConfigClass (class in dqa.configuration.configuration) ConfigCollection (class in dqa.configuration.configuration) ConfigDict (class in dqa.configuration.configuration) ConfigList (class in dqa.configuration.configuration) ConfigPreprocessor (class in dqa.configuration.preprocessor) ConfigSystem (class in dqa.configuration.configuration)

ConsequentIdenticalValuesList (class in dqa.tasks.feedback) ConsequentIdenticalValuesRate (class in dqa.tasks.feedback) ConstantValuesIntervals (class in dqa.tasks.time_series) Convolution1D (class in dqa.tasks.transformations) copy_resolving_parameters() (dqa.configuration.configuration.ConfigCollection method) (dqa.configuration.configuration.ConfigDict method) (dqa.configuration.configuration.ConfigList method) CopyDataRows (class in dqa.tasks.data_structure) CopyDataset (class in dqa.tasks.data_structure) Create (class in dqa.tasks.data_structure) CreateDataRow (class in dqa.tasks.data_structure) CreateIndex (class in dqa.tasks.transformations) CsvExporter (class in dqa.connectors.exporter) CsvHeaderProcessor (class in dqa.connectors.csv_headers) CsvImporter (class in dqa.connectors.importer) Cumsum (class in dqa.tasks.transformations)

D

data_starts_with_line() (dqa.connectors.csv_headers.BlockCsvHeaderProcessor static method) DataExporter (class in dqa.connectors.exporter) DataImporter (class in dqa.connectors.importer) Dataset (class in dqa.data_representation.data_representation) DataToMetadata (class in dqa.tasks.data_structure) DenseWeight (class in dqa.tasks.transformations) dict_to_df() (in module dqa.utils) dqa module dqa.configuration module dqa.configuration.configuration module dqa.configuration.preprocessor module dqa.connectors module dqa.connectors.csv_headers module dqa.connectors.exporter module

dqa.connectors.importer module dqa.data_representation.data_representation module dqa.tasks.data_filtering module dqa.tasks.data_structure module dqa.tasks.feedback module dqa.tasks.ml module dqa.tasks.tasks module dqa.tasks.time_series module dqa.tasks.transformations module dqa.utils module DQAManager (class in dqa.dqa_manager)

E

ensure_and_get_measurement() (in module dqa.data_representation.data_representation) ensure_list() (in module dqa.utils) ensure_list_or_none() (in module dqa.utils) EnsureDataRows (class in dqa.tasks.data_filtering) entry_classes (dqa.configuration.configuration.ConfigCollection attribute) (dqa.configuration.configuration.ConfigDict attribute) (dqa.configuration.configuration.ConfigList attribute) entry_parameters (dqa.configuration.configuration.ConfigCollection attribute) (dqa.configuration.configuration.ConfigDict attribute) (dqa.configuration.configuration.ConfigList attribute)

EntrywiseDifference (class in dqa.tasks.transformations) EntrywiseOperation (class in dqa.tasks.transformations) EntrywiseProduct (class in dqa.tasks.transformations) EntrywiseQuotient (class in dqa.tasks.transformations) EntrywiseSum (class in dqa.tasks.transformations) equal_general() (in module dqa.utils) ExpandDims (class in dqa.tasks.transformations) ExpandToLength (class in dqa.tasks.transformations) export_models() (dqa.dqa_manager.DQAManager method)

F

FFT (class in dqa.tasks.transformations) filename_without_ending() (in module dqa.utils) FilterIntervalList (class in dqa.tasks.time_series) find_key_for_class() (dqa.configuration.configuration.ConfigClass static method)

finish() (dqa.configuration.configuration.NestedTask method) FirstOfEachKey (class in dqa.tasks.data_filtering) fit() (dqa.configuration.configuration.Algorithm method) fit2() (dqa.configuration.configuration.Algorithm method) functions (dqa.configuration.preprocessor.ConfigPreprocessor attribute)

G

GaussianFilter1D (class in dqa.tasks.transformations) generate_object() (dqa.configuration.configuration.Algorithm method) GeneratorTask (class in dqa.tasks.tasks) get_average_feedback_tables() (dqa.dqa_manager.DQAManager method)

get_class() (in module dqa.utils) get_classes_of_module() (in module dqa.utils) get_feedback_tables() (dqa.dqa_manager.DQAManager method) get_object_for_machine() (dqa.configuration.configuration.Algorithm method)

H

HistogramExporter (class in dqa.connectors.exporter)

I

in_out_names_list() (in module dqa.utils) includes (dqa.configuration.configuration.ConfigSystem attribute) IndexTask (class in dqa.tasks.transformations) init_entry() (dqa.configuration.configuration.ConfigCollection method) init_entry_collection() (dqa.configuration.configuration.ConfigCollection method) (dqa.configuration.configuration.ConfigDict method) (dqa.configuration.configuration.ConfigList method) init_logging() (in module dqa.utils) init_object_collection() (dqa.configuration.configuration.ConfigCollection method) (dqa.configuration.configuration.ConfigDict method) (dqa.configuration.configuration.ConfigList method)

InList (class in dqa.tasks.transformations) InRange (class in dqa.tasks.transformations) Interleave (class in dqa.tasks.data_structure) IntervalClassification (class in dqa.tasks.transformations) IntervalCoverageScore (class in dqa.tasks.time_series) IntervalIndicator (class in dqa.tasks.time_series) IntervalIndicator2 (class in dqa.tasks.transformations) IntervalListDifference (class in dqa.tasks.time_series) is_float() (in module dqa.utils) is_int() (in module dqa.utils) isnan_extended() (in module dqa.utils)

J

Join (class in dqa.tasks.data_structure) JoinDatasets (class in dqa.tasks.data_structure)

JoinMachines (class in dqa.tasks.data_structure) JoinMeasurementsByKey (class in dqa.tasks.data_structure)

L

LabelExtractionTask (class in dqa.tasks.ml) LabelsByRanges (class in dqa.tasks.ml) line_is_empty() (dqa.connectors.csv_headers.BlockCsvHeaderProcessor static method) LinearRegressionTask (class in dqa.tasks.transformations) LinearTransform (class in dqa.tasks.transformations) load_algorithm_class() (dqa.configuration.configuration.ConfigSystem static method) load_algorithm_classes() (dqa.configuration.configuration.ConfigSystem static method) load_algorithms() (dqa.configuration.configuration.ConfigSystem method) load_classes() (dqa.configuration.configuration.ConfigSystem static method) load_config() (dqa.dqa_manager.DQAManager method)

load_config_file() (dqa.dqa_manager.DQAManager method) LOAD_CSV (dqa.utils.Timer attribute) load_from_file() (dqa.configuration.configuration.ConfigClass static method) load_objects_from_file() (dqa.configuration.configuration.Algorithm method) load_standard_functions() (dqa.configuration.preprocessor.ConfigPreprocessor method) load_task_class() (dqa.configuration.configuration.ConfigSystem static method) load_task_classes() (dqa.configuration.configuration.ConfigSystem static method) load_task_lists() (dqa.configuration.configuration.ConfigSystem method) load_task_module() (dqa.configuration.configuration.ConfigSystem static method) Log (class in dqa.tasks.transformations) loop_task_list() (dqa.dqa_manager.DQAManager method)

M

Machine (class in dqa.data_representation.data_representation) MachinesToDataRows (class in dqa.tasks.data_structure) Mean (class in dqa.tasks.transformations) MeanByIndex (class in dqa.tasks.transformations) MeasurementReduction (class in dqa.tasks.data_filtering) MergeSmallTimeGaps (class in dqa.tasks.time_series) meta_parameter_names (dqa.configuration.configuration.ConfigCollection attribute) meta_parameters (dqa.configuration.configuration.ConfigCollection attribute) (dqa.configuration.configuration.ConfigDict attribute) (dqa.configuration.configuration.ConfigList attribute) Metadata (class in dqa.tasks.data_structure) MetadataArrayToDict (class in dqa.tasks.data_structure) MetadataDefaultValue (class in dqa.tasks.data_structure) MetadataToData (class in dqa.tasks.data_structure) MissingDataRatio (class in dqa.tasks.feedback) model_export (dqa.configuration.configuration.ConfigSystem attribute) modify_dataset_dict() (dqa.configuration.configuration.NestedTask method) module dqa dqa.configuration dqa.configuration.configuration dqa.configuration.preprocessor dqa.connectors dqa.connectors.csv_headers dqa.connectors.exporter dqa.connectors.importer dqa.data_representation.data_representation dqa.tasks.data_filtering dqa.tasks.data_structure dqa.tasks.feedback dqa.tasks.ml dqa.tasks.tasks dqa.tasks.time_series dqa.tasks.transformations dqa.utils

Move (class in dqa.tasks.data_structure)

N

NestedTask (class in dqa.configuration.configuration)

Normalize01 (class in dqa.tasks.transformations) NormTask (class in dqa.tasks.transformations)

O

objects (dqa.configuration.configuration.ConfigCollection attribute) (dqa.configuration.configuration.ConfigDict attribute) (dqa.configuration.configuration.ConfigList attribute)

OperationByIndex (class in dqa.tasks.transformations)

P

PadWithNan (class in dqa.tasks.transformations) PandasDataFrameTask (class in dqa.tasks.time_series) PandasDataFrameToFileExporter (class in dqa.connectors.exporter) PandasSeriesTask (class in dqa.tasks.time_series) parameters (dqa.configuration.configuration.ConfigClass attribute) Parse (class in dqa.tasks.transformations) PhaseSequence (class in dqa.tasks.transformations) PickledClassifier (class in dqa.configuration.configuration) PickledDataFrameExporter (class in dqa.connectors.exporter) PickledDataFrameImporter (class in dqa.connectors.importer) PickleExporter (class in dqa.connectors.exporter) PickleImporter (class in dqa.connectors.importer) Plot3DExporter (class in dqa.connectors.exporter) PlotCoordinateFormat (class in dqa.connectors.exporter) PlotExporter (class in dqa.connectors.exporter) PlotExporter2 (class in dqa.connectors.exporter) PlotShow (class in dqa.connectors.exporter) PlotTextExporter (class in dqa.connectors.exporter)

predict() (dqa.configuration.configuration.Algorithm method) Prediction (class in dqa.tasks.ml) preprocessor (dqa.configuration.configuration.ConfigSystem attribute) preprocessor_add() (in module dqa.configuration.preprocessor) preprocessor_append() (in module dqa.configuration.preprocessor) preprocessor_datetime() (in module dqa.configuration.preprocessor) preprocessor_for() (in module dqa.configuration.preprocessor) preprocessor_if() (in module dqa.configuration.preprocessor) preprocessor_range() (in module dqa.configuration.preprocessor) preprocessor_timestamp() (in module dqa.configuration.preprocessor) PrintExporter (class in dqa.connectors.exporter) PrintFeedbackExporter (class in dqa.connectors.exporter) process_config() (dqa.configuration.configuration.ConfigSystem method) process_config_file() (dqa.configuration.configuration.ConfigSystem method) process_includes() (dqa.configuration.configuration.ConfigSystem method) process_task_list() (dqa.dqa_manager.DQAManager method) Prod (class in dqa.tasks.transformations) push_parameters_to_sub_tasks() (dqa.configuration.configuration.NestedTask method)

R

RandN (class in dqa.tasks.transformations) Random (class in dqa.tasks.transformations) RandomizeAndSubsample (class in dqa.tasks.ml) Range (class in dqa.tasks.transformations) read_headers() (dqa.connectors.csv_headers.BlockCsvHeaderProcessor method) (dqa.connectors.csv_headers.CsvHeaderProcessor method) read_headers_file() (dqa.connectors.csv_headers.CsvHeaderProcessor method) read_headers_stream() (dqa.connectors.csv_headers.CsvHeaderProcessor method) RearrangeDatasetByRowNames (class in dqa.tasks.data_structure) RegexSubstituteMultiple (class in dqa.tasks.transformations) register_function() (dqa.configuration.preprocessor.ConfigPreprocessor method) register_parameter_objects() (dqa.configuration.configuration.ConfigSystem method) remove_comments() (dqa.configuration.configuration.ConfigSystem static method) RemoveByMetadataValue (class in dqa.tasks.data_filtering) RemoveEntriesByCondition (class in dqa.tasks.data_filtering) RemoveEntry RemoveMeasurementsByCondition (class in dqa.tasks.data_filtering) RemoveMultiples (class in dqa.tasks.data_filtering) RemoveRows (class in dqa.tasks.data_structure) RemoveRowsRegex (class in dqa.tasks.data_filtering) Rename (class in dqa.tasks.data_structure)

RenameRowMetadata (class in dqa.tasks.data_structure) ResampleByTime (class in dqa.tasks.time_series) reset() (dqa.utils.Timer static method) Reshape (class in dqa.tasks.transformations) resolve() (dqa.configuration.preprocessor.ConfigPreprocessor method) resolve_and_check() (dqa.configuration.preprocessor.ConfigPreprocessor method) resolve_list_and_check() (dqa.configuration.preprocessor.ConfigPreprocessor method) resolve_string_and_check() (dqa.configuration.preprocessor.ConfigPreprocessor method) resolving_parameters (dqa.configuration.configuration.ConfigCollection attribute) RestrictDatasets (class in dqa.tasks.data_filtering) RestrictMachines (class in dqa.tasks.data_filtering) RestrictMeasurements (class in dqa.tasks.data_filtering) RestrictToDataRows (class in dqa.tasks.data_filtering) RestrictToMeasurementsWithExisting (class in dqa.tasks.data_filtering) RestrictToNonNan (class in dqa.tasks.data_filtering) RestrictToValidRange (class in dqa.tasks.data_filtering) ReverseIndex (class in dqa.tasks.transformations) RMSE (class in dqa.tasks.feedback) RMSTask (class in dqa.tasks.transformations) RowFeedbackTask (class in dqa.tasks.feedback) RowValuesToMachineNames (class in dqa.tasks.data_structure)

S

save() (dqa.configuration.configuration.Algorithm method) SelectIndex (class in dqa.tasks.transformations) SelectRange (class in dqa.tasks.transformations) set_logging_level() (dqa.configuration.configuration.NestedTask method) set_variable() (dqa.configuration.preprocessor.ConfigPreprocessor method) setup_new_objects() (dqa.configuration.configuration.Algorithm method) Shift (class in dqa.tasks.transformations) Sign (class in dqa.tasks.transformations) SignWithThreshold (class in dqa.tasks.transformations) Sort (class in dqa.tasks.transformations) SortIntervals (class in dqa.tasks.time_series) Split (class in dqa.tasks.data_structure) Split2DArray (class in dqa.tasks.data_structure) SPLIT_DATA (dqa.utils.Timer attribute) SplitByGaps (class in dqa.tasks.time_series) SplitByIntervals (class in dqa.tasks.time_series)

SplitMeasurementsByIndex (class in dqa.tasks.data_structure) SplitMeasurementsBySize (class in dqa.tasks.data_structure) SplitMeasurementsByTimeGap (class in dqa.tasks.time_series) SqrtTask (class in dqa.tasks.transformations) Stack (class in dqa.tasks.data_structure) Stack2D (class in dqa.tasks.data_structure) start() (dqa.utils.Timer static method) started (dqa.utils.Timer attribute) StdByIndex (class in dqa.tasks.transformations) StdTask (class in dqa.tasks.transformations) stop() (dqa.utils.Timer static method) StringToDatetime (class in dqa.tasks.transformations) StringToTimestamp (class in dqa.tasks.transformations) StrRestrictLength (class in dqa.tasks.transformations) SubstituteNamesRegex (class in dqa.tasks.data_structure) SubstituteTask (class in dqa.tasks.transformations)

T

Task (class in dqa.tasks.tasks) task_lists (dqa.configuration.configuration.ConfigSystem attribute) tasks_classes (dqa.configuration.configuration.ConfigSystem attribute) the_class (dqa.configuration.configuration.ConfigClass attribute) TimeDeltaToSeconds (class in dqa.tasks.transformations) TimeObjectToTimestamp (class in dqa.tasks.transformations)

Timer (class in dqa.utils) times (dqa.utils.Timer attribute) TOTAL (dqa.utils.Timer attribute) TRAIN_CLASSIFIER (dqa.utils.Timer attribute) TRAIN_PIPELINE (dqa.utils.Timer attribute) Training (class in dqa.tasks.ml) TrainTestSplit (class in dqa.tasks.ml)

U

UniqueLabels (class in dqa.tasks.ml)

V

ValueCount (class in dqa.tasks.feedback)

variables (dqa.configuration.preprocessor.ConfigPreprocessor attribute)

W

Where (class in dqa.tasks.transformations)

WindowSplit (class in dqa.tasks.time_series) WindowSplitBySamplingTime (class in dqa.tasks.time_series)

Z

ZScoreOutlierRatio (class in dqa.tasks.feedback)