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anom

Perform a Quantile Anomaly detection on a given dataset: https://unit8co.github.io/darts/generated_api/darts.ad.detectors.quantile_detector.html

Usage

anom [-d {AAPL}] [-c TARGET_COLUMN] [-t TRAIN_SPLIT] [--end S_END_DATE] [--start S_START_DATE] [--forecast-only]

Parameters

NameParameterDescriptionDefaultOptionalChoices
target_dataset-d --datasetThe name of the dataset you want to selectNoneTrueAAPL
target_column-c --target-columnThe name of the specific column you want to usecloseTrueNone
train_split-t --train-splitStart point for rolling training and forecast window. 0.0-1.00.85TrueNone
s_end_date--endThe end date (format YYYY-MM-DD) to select for testingNoneTrueNone
s_start_date--startThe start date (format YYYY-MM-DD) to select for testingNoneTrueNone
forecast_only--forecast-onlyDo not plot the historical data without forecasts.FalseTrueNone

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