Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
Y
A
AnomalyGeneration (class in pywatts.modules.generation.anomaly_generation_module)
Average (class in pywatts.modules.preprocessing.average)
B
BaseWrapper (class in pywatts.modules.wrappers.base_wrapper)
C
CalendarExtraction (class in pywatts.modules.feature_extraction.calendar_extraction)
CalendarFeature (class in pywatts.modules.feature_extraction.calendar_extraction)
ChangeDirection (class in pywatts.modules.preprocessing.change_direction)
ClockShift (class in pywatts.modules.preprocessing.clock_shift)
ConfusionMatrix (class in pywatts.summaries.confusion_matrix)
CSVCallback (class in pywatts.callbacks.csv_callback)
CustomScaler (class in pywatts.modules.preprocessing.custom_scaler)
D
day (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
day_cos (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
day_sine (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
Differentiate (class in pywatts.modules.preprocessing.differentiate)
DlWrapper (class in pywatts.modules.wrappers.dl_wrapper)
DriftInformation (class in pywatts.modules.generation.synthetic_concept_drift)
E
EnergyAnomalyGeneration (class in pywatts.modules.generation.energy_anomaly_generation_module)
Ensemble (class in pywatts.modules.postprocessing.ensemble)
Ensemble.LossMetric (class in pywatts.modules.postprocessing.ensemble)
evaluate() (pywatts.conditions.cd_condition.RiverDriftDetectionCondition method)
(pywatts.conditions.periodic_condition.PeriodicCondition method)
F
F1Score (class in pywatts.summaries.f1_summary)
fit() (pywatts.modules.postprocessing.ensemble.Ensemble method)
(pywatts.modules.wrappers.function_module.FunctionModule method)
(pywatts.modules.wrappers.pytorch_wrapper.PyTorchWrapper method)
(pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper method)
(pywatts.modules.wrappers.sm_time_series_model_wrapper.SmTimeSeriesModelWrapper method)
friday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
FunctionModule (class in pywatts.modules.wrappers.function_module)
G
get_drift() (pywatts.modules.generation.synthetic_concept_drift.DriftInformation method)
get_min_data() (pywatts.modules.feature_extraction.rolling_base.RollingBase method)
(pywatts.modules.feature_extraction.trend_extraction.TrendExtraction method)
(pywatts.modules.metrics.rolling_rmse.RollingRMSE method)
(pywatts.modules.preprocessing.clock_shift.ClockShift method)
(pywatts.modules.preprocessing.resampler.Resampler method)
(pywatts.modules.preprocessing.sampler.Sampler method)
H
holiday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
hour (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
hour_cos (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
hour_sine (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
HourOnly (pywatts.modules.feature_extraction.rolling_base.RollingGroupBy attribute)
I
ImagePlotCallback (class in pywatts.callbacks.plot_callback)
inverse_transform() (pywatts.modules.preprocessing.custom_scaler.CustomScaler method)
(pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper method)
L
LinearInterpolater (class in pywatts.modules.preprocessing.linear_interpolation)
LinePlotCallback (class in pywatts.callbacks.plot_callback)
load() (pywatts.modules.generation.synthetic_concept_drift.SyntheticConcecptDriftInsertion class method)
(pywatts.modules.wrappers.function_module.FunctionModule class method)
(pywatts.modules.wrappers.pytorch_wrapper.PyTorchWrapper class method)
(pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper class method)
(pywatts.modules.wrappers.sm_time_series_model_wrapper.SmTimeSeriesModelWrapper class method)
(pywatts.summaries.metric_base.MetricBase class method)
M
MAE (class in pywatts.summaries.mae_summary)
(pywatts.modules.postprocessing.ensemble.Ensemble.LossMetric attribute)
MAPE (class in pywatts.summaries.mape_summary)
MASE (class in pywatts.summaries.mase_summary)
max (pywatts.modules.feature_extraction.statistics_extraction.StatisticFeature attribute)
MaxErr (class in pywatts.summaries.max_summary)
mean (pywatts.modules.feature_extraction.statistics_extraction.StatisticFeature attribute)
Merger (class in pywatts.modules.postprocessing.merger)
MetricBase (class in pywatts.summaries.metric_base)
min (pywatts.modules.feature_extraction.statistics_extraction.StatisticFeature attribute)
MinErr (class in pywatts.summaries.min_summary)
MissingValueDetector (class in pywatts.modules.preprocessing.missing_value_detection)
monday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
month (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
month_cos (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
month_sine (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
N
No (pywatts.modules.feature_extraction.rolling_base.RollingGroupBy attribute)
P
PeriodicCondition (class in pywatts.conditions.periodic_condition)
PowerAnomalyGeneration (class in pywatts.modules.generation.power_anomaly_generation_module)
predict_proba() (pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper method)
PrintCallback (class in pywatts.callbacks.debug_callback)
PyTorchWrapper (class in pywatts.modules.wrappers.pytorch_wrapper)
pywatts (module)
pywatts.callbacks (module)
pywatts.callbacks.csv_callback (module)
pywatts.callbacks.debug_callback (module)
pywatts.callbacks.plot_callback (module)
pywatts.conditions (module)
pywatts.conditions.cd_condition (module)
pywatts.conditions.periodic_condition (module)
pywatts.modules (module)
pywatts.modules.feature_extraction (module)
pywatts.modules.feature_extraction.calendar_extraction (module)
pywatts.modules.feature_extraction.rolling_base (module)
pywatts.modules.feature_extraction.rolling_kurtosis (module)
pywatts.modules.feature_extraction.rolling_mean (module)
pywatts.modules.feature_extraction.rolling_skewness (module)
pywatts.modules.feature_extraction.rolling_variance (module)
pywatts.modules.feature_extraction.statistics_extraction (module)
pywatts.modules.feature_extraction.trend_extraction (module)
pywatts.modules.generation (module)
pywatts.modules.generation.anomaly_generation_module (module)
pywatts.modules.generation.energy_anomaly_generation_module (module)
pywatts.modules.generation.power_anomaly_generation_module (module)
pywatts.modules.generation.synthetic_concept_drift (module)
pywatts.modules.generation.unusual_behaviour_generation (module)
pywatts.modules.metrics (module)
pywatts.modules.metrics.rolling_mae (module)
pywatts.modules.metrics.rolling_metric_base (module)
pywatts.modules.metrics.rolling_rmse (module)
pywatts.modules.models (module)
pywatts.modules.postprocessing (module)
pywatts.modules.postprocessing.ensemble (module)
pywatts.modules.postprocessing.merger (module)
pywatts.modules.preprocessing (module)
pywatts.modules.preprocessing.average (module)
pywatts.modules.preprocessing.change_direction (module)
pywatts.modules.preprocessing.clock_shift (module)
pywatts.modules.preprocessing.custom_scaler (module)
pywatts.modules.preprocessing.differentiate (module)
pywatts.modules.preprocessing.linear_interpolation (module)
pywatts.modules.preprocessing.missing_value_detection (module)
pywatts.modules.preprocessing.resampler (module)
pywatts.modules.preprocessing.sampler (module)
pywatts.modules.preprocessing.slicer (module)
pywatts.modules.wrappers (module)
pywatts.modules.wrappers.base_wrapper (module)
pywatts.modules.wrappers.dl_wrapper (module)
pywatts.modules.wrappers.function_module (module)
pywatts.modules.wrappers.pytorch_wrapper (module)
pywatts.modules.wrappers.sklearn_wrapper (module)
pywatts.modules.wrappers.sm_time_series_model_wrapper (module)
pywatts.summaries (module)
pywatts.summaries.confusion_matrix (module)
pywatts.summaries.f1_summary (module)
pywatts.summaries.mae_summary (module)
pywatts.summaries.mape_summary (module)
pywatts.summaries.mase_summary (module)
pywatts.summaries.max_summary (module)
pywatts.summaries.metric_base (module)
pywatts.summaries.min_summary (module)
pywatts.summaries.rmse_summary (module)
pywatts.summaries.tsne_visualisation (module)
R
Resampler (class in pywatts.modules.preprocessing.resampler)
RiverDriftDetectionCondition (class in pywatts.conditions.cd_condition)
RMSE (class in pywatts.summaries.rmse_summary)
(pywatts.modules.postprocessing.ensemble.Ensemble.LossMetric attribute)
RollingBase (class in pywatts.modules.feature_extraction.rolling_base)
RollingGroupBy (class in pywatts.modules.feature_extraction.rolling_base)
RollingKurtosis (class in pywatts.modules.feature_extraction.rolling_kurtosis)
RollingMAE (class in pywatts.modules.metrics.rolling_mae)
RollingMean (class in pywatts.modules.feature_extraction.rolling_mean)
RollingMetricBase (class in pywatts.modules.metrics.rolling_metric_base)
RollingRMSE (class in pywatts.modules.metrics.rolling_rmse)
RollingSkewness (class in pywatts.modules.feature_extraction.rolling_skewness)
RollingVariance (class in pywatts.modules.feature_extraction.rolling_variance)
S
Sampler (class in pywatts.modules.preprocessing.sampler)
saturday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
save() (pywatts.modules.generation.synthetic_concept_drift.SyntheticConcecptDriftInsertion method)
(pywatts.modules.wrappers.function_module.FunctionModule method)
(pywatts.modules.wrappers.pytorch_wrapper.PyTorchWrapper method)
(pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper method)
(pywatts.modules.wrappers.sm_time_series_model_wrapper.SmTimeSeriesModelWrapper method)
(pywatts.summaries.metric_base.MetricBase method)
set_params() (pywatts.modules.feature_extraction.calendar_extraction.CalendarExtraction method)
(pywatts.modules.feature_extraction.rolling_base.RollingBase method)
(pywatts.modules.feature_extraction.rolling_mean.RollingMean method)
(pywatts.modules.generation.anomaly_generation_module.AnomalyGeneration method)
(pywatts.modules.postprocessing.merger.Merger method)
(pywatts.modules.preprocessing.custom_scaler.CustomScaler method)
(pywatts.modules.preprocessing.sampler.Sampler method)
SKLearnWrapper (class in pywatts.modules.wrappers.sklearn_wrapper)
Slicer (class in pywatts.modules.preprocessing.slicer)
SmTimeSeriesModelWrapper (class in pywatts.modules.wrappers.sm_time_series_model_wrapper)
StatisticCallback (class in pywatts.callbacks.debug_callback)
StatisticExtraction (class in pywatts.modules.feature_extraction.statistics_extraction)
StatisticFeature (class in pywatts.modules.feature_extraction.statistics_extraction)
std (pywatts.modules.feature_extraction.statistics_extraction.StatisticFeature attribute)
sunday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
SyntheticConcecptDriftInsertion (class in pywatts.modules.generation.synthetic_concept_drift)
T
thursday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
TimeSeriesDataset (class in pywatts.modules.wrappers.pytorch_wrapper)
transform() (pywatts.modules.feature_extraction.calendar_extraction.CalendarExtraction method)
(pywatts.modules.feature_extraction.rolling_base.RollingBase method)
(pywatts.modules.feature_extraction.statistics_extraction.StatisticExtraction method)
(pywatts.modules.feature_extraction.trend_extraction.TrendExtraction method)
(pywatts.modules.generation.anomaly_generation_module.AnomalyGeneration method)
(pywatts.modules.generation.synthetic_concept_drift.SyntheticConcecptDriftInsertion method)
(pywatts.modules.metrics.rolling_metric_base.RollingMetricBase method)
(pywatts.modules.postprocessing.ensemble.Ensemble method)
(pywatts.modules.postprocessing.merger.Merger method)
(pywatts.modules.preprocessing.average.Average method)
(pywatts.modules.preprocessing.change_direction.ChangeDirection method)
(pywatts.modules.preprocessing.clock_shift.ClockShift method)
(pywatts.modules.preprocessing.custom_scaler.CustomScaler method)
(pywatts.modules.preprocessing.differentiate.Differentiate method)
(pywatts.modules.preprocessing.linear_interpolation.LinearInterpolater method)
(pywatts.modules.preprocessing.missing_value_detection.MissingValueDetector method)
(pywatts.modules.preprocessing.resampler.Resampler method)
(pywatts.modules.preprocessing.sampler.Sampler method)
(pywatts.modules.preprocessing.slicer.Slicer method)
(pywatts.modules.wrappers.function_module.FunctionModule method)
(pywatts.modules.wrappers.pytorch_wrapper.PyTorchWrapper method)
(pywatts.modules.wrappers.sklearn_wrapper.SKLearnWrapper method)
(pywatts.modules.wrappers.sm_time_series_model_wrapper.SmTimeSeriesModelWrapper method)
(pywatts.summaries.confusion_matrix.ConfusionMatrix method)
(pywatts.summaries.metric_base.MetricBase method)
(pywatts.summaries.tsne_visualisation.TSNESummary method)
TrendExtraction (class in pywatts.modules.feature_extraction.trend_extraction)
TSNESummary (class in pywatts.summaries.tsne_visualisation)
tuesday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
U
UnusualBehaviour (class in pywatts.modules.generation.unusual_behaviour_generation)
V
validate_multiplier() (pywatts.modules.preprocessing.custom_scaler.CustomScaler method)
W
wednesday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
weekday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
weekday_cos (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
weekday_sine (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
weekend (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
workday (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
WorkdayWeekend (pywatts.modules.feature_extraction.rolling_base.RollingGroupBy attribute)
WorkdayWeekendAndHoliday (pywatts.modules.feature_extraction.rolling_base.RollingGroupBy attribute)
Y
year (pywatts.modules.feature_extraction.calendar_extraction.CalendarFeature attribute)
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