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Drift detection and correction#

flagDriftFromNorm

Flags data that deviates from an avarage data course.

flagDriftFromReference

Flags data that deviates from a reference course.

correctDrift

The function corrects drifting behavior.

correctRegimeAnomaly

Function fits the passed model to the different regimes in data[field] and tries to correct those values, that have assigned a negative label by data[cluster_field].

correctOffset

type field:

str

flagRegimeAnomaly

Flags anomalous regimes regarding to modelling regimes of field.

assignRegimeAnomaly

A function to detect values belonging to an anomalous regime regarding modelling regimes of field.