shifter#

Transform for shifting features to align aggregation intervals.

This module provides functionality to shift time series features that are aggregated over a different interval than the target variable, correcting the phase misalignment by shifting and linearly interpolating back onto the original time grid.

Classes#

Shifter(**data)

Transform that shifts features to align their aggregation interval with the target.