Rapid Augmentations for Time Series (RATS): A High-Performance Library for Time Series Augmentation

Wadie Skaf, Felix Kern, Aryamaan Basu Roy +3

Time series augmentation is critical for training robust deep learning models, particularly in domains where labelled data is scarce and expensive to obtain. However, existing augm…