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antoinecarme / pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
BSD 3-Clause "New" or "Revised" License
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The signal is not rescaled before applying some transformations #184

Closed antoinecarme closed 2 years ago

antoinecarme commented 2 years ago

The signal transformations need to be applied in a uniform way. the signal is first re-scaled to be in the [0, 1] range , transformations are applied after the re-scaling. This is not the case today.

Force re-scaling for all transformations. This will not change PyAF behavior/training a lot as the re-scaling is a linear operation.

Target Release : 2022-07-14