predict-idlab / tsflex

Flexible time series feature extraction & processing

Home Page:https://predict-idlab.github.io/tsflex/

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Segmenter class (exposing strided-roll creation)

jvdd opened this issue · comments

Create a Segmenter class, this class exposes (in a clean interface) the creation of strolls (from the StridedRolling class).

Such a class enables users to create efficiently strided rolls (strolls), opening the door towards integration with;

  • deep learning packages (e.g., tsai, 1D or multi-dimensional convolutions)
  • raw time-series packages (e.g., tslearn, sktime)

I think this should go even further (near full decoupling of Segmentation and Feature Extraction functionality)

Also:

  • add examples on how to use tsflex for already segmented data