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Transformer

ReverseAugmenter

API referenceSource
MultivariateUnequal length

Augmenter reversing the time series.

Quickstart

python
from sktime.transformations.augmenter import ReverseAugmenter

estimator = ReverseAugmenter

Examples

>>> import pandas as pd
>>> from sktime.transformations.augmenter import ReverseAugmenter
>>> X = pd. Series ([1, 2, 3, 4, 5 ])
>>> augmenter = ReverseAugmenter ()
>>> Xt = augmenter. fit_transform (X)
>>> Xt 0 5 1 4 2 3 3 2 4 1 dtype: int64 References and Footnotes ¶ [1]: IWANA, Brian Kenji; UCHIDA, Seiichi. An empirical survey of data augmentation for time series classification with neural networks. Plos one, 2021, 16. Jg., Nr. 7, S. e0254841.