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Data augmentation #16

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lucianolorenti opened this issue Sep 6, 2022 · 0 comments

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lucianolorenti commented Sep 6, 2022

it would be interesting to handle time series augmentation.

Maybe we can have an augmented windowed iterator or a boolean indicator in the current one that indicates if we want to alter the time series.

Something like this can be used time_series_augmentation

References:

Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher

lucianolorenti added the help wanted label

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