Index

A

additional_data() (quends.base.data_stream.DataStream method) (quends.DataStream method) append() (quends.base.history.DataStreamHistory method) apply() (quends.base.trim.MeanVariationTrimStrategy method) (quends.base.trim.NoiseThresholdTrimStrategy method) (quends.base.trim.TrimStrategy method) (quends.MeanVariationTrimStrategy method) (quends.NoiseThresholdTrimStrategy method) (quends.TrimStrategy method)

autocorr_sig_level (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute)

C

collect_histories() (quends.base.ensemble.Ensemble static method) (quends.Ensemble static method) column (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute) common_variables() (quends.base.ensemble.Ensemble method) (quends.Ensemble method) compute_average_ensemble() (quends.base.ensemble.Ensemble method) (quends.Ensemble method) compute_statistics() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method)

confidence_interval() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method) cumulative_statistics() (quends.base.data_stream.DataStream method) (quends.DataStream method)

D

data (quends.base.data_stream.DataStream property) (quends.DataStream property) data_streams (quends.base.ensemble.Ensemble attribute) (quends.Ensemble attribute) DataStream (class in quends) (class in quends.base.data_stream) DataStreamHistory (class in quends.base.history) DataStreamHistoryEntry (class in quends.base.history) DataStreamOperation (class in quends) (class in quends.base.operations) decor_multiplier (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute)

DEFAULT_VARIABLES (in module quends.preprocessing.gx) display_dataframe() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) display_dictionary() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) display_json() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) display_numpy() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) drop_fraction (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute)

E

effective_sample_size() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method) effective_sample_size_below() (quends.base.data_stream.DataStream method) (quends.DataStream method) Ensemble (class in quends) (class in quends.base.ensemble) ensemble_steady_state_automatic_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) ensemble_steady_state_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method)

ensemble_trace_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) ensemble_trace_plot_with_mean() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) entries() (quends.base.history.DataStreamHistory method) ess_robust() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method) Exporter (class in quends) (class in quends.postprocessing.exporter)

F

filepath (quends.postprocessing.loader.Loader attribute) (quends.postprocessing.writer.Writer attribute) final_smoothing_window (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute) format_dataset_name() (quends.Plotter static method) (quends.postprocessing.plotter.Plotter static method) from_csv() (in module quends) (in module quends.preprocessing.csv) from_dict() (in module quends) (in module quends.preprocessing.dictionary)

from_gx() (in module quends) (in module quends.preprocessing.gx) from_json() (in module quends) (in module quends.preprocessing.json) from_netcdf() (in module quends) (in module quends.preprocessing.netcdf) from_numpy() (in module quends) (in module quends.preprocessing.numpy) fudge_fac (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute)

G

get_member() (quends.base.ensemble.Ensemble method) (quends.Ensemble method)

H

head() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method)

history (quends.base.data_stream.DataStream property) (quends.DataStream property)

I

indent (quends.postprocessing.writer.JsonWriter attribute) is_stationary (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute)

is_stationary() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method)

J

JsonLoader (class in quends.postprocessing.loader)

JsonWriter (class in quends.postprocessing.writer)

L

load() (quends.postprocessing.loader.JsonLoader method) (quends.postprocessing.loader.Loader method)

Loader (class in quends.postprocessing.loader)

M

MakeDataStreamStationaryOperation (class in quends) (class in quends.base.stationary) max_lag_frac (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute) mean() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method) mean_uncertainty() (quends.base.data_stream.DataStream method) (quends.base.ensemble.Ensemble method) (quends.DataStream method) (quends.Ensemble method) MeanVariationTrimStrategy (class in quends) (class in quends.base.trim) members() (quends.base.ensemble.Ensemble method) (quends.Ensemble method) method_name (quends.base.trim.MeanVariationTrimStrategy property) (quends.base.trim.NoiseThresholdTrimStrategy property) (quends.base.trim.QuantileTrimStrategy property) (quends.base.trim.RollingVarianceThresholdTrimStrategy property) (quends.base.trim.TrimStrategy property) (quends.MeanVariationTrimStrategy property) (quends.NoiseThresholdTrimStrategy property) (quends.QuantileTrimStrategy property) (quends.RollingVarianceThresholdTrimStrategy property) (quends.TrimStrategy property)

module quends quends.base quends.base.data_stream quends.base.ensemble quends.base.history quends.base.operations quends.base.stationary quends.base.trim quends.base.utils quends.cli quends.postprocessing quends.postprocessing.exporter quends.postprocessing.loader quends.postprocessing.plotter quends.postprocessing.writer quends.preprocessing quends.preprocessing.csv quends.preprocessing.dictionary quends.preprocessing.gx quends.preprocessing.json quends.preprocessing.netcdf quends.preprocessing.numpy quends.workflow quends.workflow.robust_workflow

N

n_pts_frac_min (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute) n_pts_min (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute) n_pts_orig (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute)

name (quends.base.operations.DataStreamOperation property) (quends.DataStreamOperation property) NoiseThresholdTrimStrategy (class in quends) (class in quends.base.trim) normalize_data() (quends.base.data_stream.DataStream static method) (quends.DataStream static method)

O

operate_safe (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.MakeDataStreamStationaryOperation attribute) operation_name (quends.base.history.DataStreamHistoryEntry attribute)

output_dir (quends.Exporter attribute) (quends.Plotter attribute) (quends.postprocessing.exporter.Exporter attribute) (quends.postprocessing.plotter.Plotter attribute)

P

parameters (quends.base.history.DataStreamHistoryEntry attribute) plot_acf() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) plot_acf_ensemble() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) plot_ensemble() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) plot_signal_basic_stats() (quends.RobustWorkflow method) (quends.workflow.robust_workflow.RobustWorkflow method)

Plotter (class in quends) (class in quends.postprocessing.plotter) power_law_model() (in module quends.base.utils) process_data_steam() (quends.RobustWorkflow method) (quends.workflow.robust_workflow.RobustWorkflow method) process_irregular_stream() (quends.RobustWorkflow method) (quends.workflow.robust_workflow.RobustWorkflow method)

Q

QuantileTrimStrategy (class in quends) (class in quends.base.trim) quends module quends.base module quends.base.data_stream module quends.base.ensemble module quends.base.history module quends.base.operations module quends.base.stationary module quends.base.trim module quends.base.utils module quends.cli module quends.postprocessing module quends.postprocessing.exporter module

quends.postprocessing.loader module quends.postprocessing.plotter module quends.postprocessing.writer module quends.preprocessing module quends.preprocessing.csv module quends.preprocessing.dictionary module quends.preprocessing.gx module quends.preprocessing.json module quends.preprocessing.netcdf module quends.preprocessing.numpy module quends.workflow module quends.workflow.robust_workflow module

R

resample_to_short_intervals() (quends.base.ensemble.Ensemble method) (quends.Ensemble method) robust_effective_sample_size() (quends.base.data_stream.DataStream static method) (quends.DataStream static method) RobustWorkflow (class in quends) (class in quends.workflow.robust_workflow)

RollingVarianceThresholdTrimStrategy (class in quends) (class in quends.base.trim) RollingVarianceTrimStrategy (in module quends) (in module quends.base.trim)

S

save() (quends.postprocessing.writer.JsonWriter method) (quends.postprocessing.writer.Writer method) save_dataframe() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) save_dictionary() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) save_json() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) save_numpy() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) smoothing_window_correction (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute) SSSStartTrimStrategy (in module quends) (in module quends.base.trim)

StandardDeviationTrimStrategy (in module quends) (in module quends.base.trim) start_time (quends.base.trim.TrimStrategy attribute) (quends.TrimStrategy attribute) std_dev_frac (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MeanVariationTrimStrategy attribute) steady_state_automatic_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) steady_state_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) strategy (quends.base.trim.TrimDataStreamOperation property) (quends.TrimDataStreamOperation property) summary() (quends.base.ensemble.Ensemble method) (quends.Ensemble method)

T

ThresholdTrimStrategy (in module quends) (in module quends.base.trim) to_dataframe() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) to_dictionary() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) to_json() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) to_native_types() (in module quends.base.utils) (quends.Exporter static method) (quends.postprocessing.exporter.Exporter static method)

to_numpy() (quends.Exporter method) (quends.postprocessing.exporter.Exporter method) trace_plot() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) trace_plot_with_mean() (quends.Plotter method) (quends.postprocessing.plotter.Plotter method) trim() (quends.base.ensemble.Ensemble method) (quends.Ensemble method) TrimDataStreamOperation (class in quends) (class in quends.base.trim) TrimStrategy (class in quends) (class in quends.base.trim)

V

variables() (quends.base.data_stream.DataStream method) (quends.DataStream method) verbosity (quends.base.stationary.MakeDataStreamStationaryOperation attribute) (quends.base.trim.MeanVariationTrimStrategy attribute) (quends.MakeDataStreamStationaryOperation attribute) (quends.MeanVariationTrimStrategy attribute)

W

window_size (quends.base.trim.TrimStrategy attribute) (quends.TrimStrategy attribute)

Writer (class in quends.postprocessing.writer)