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Towards keras3 #505

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Towards keras3 #505

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rtavenar
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@rtavenar rtavenar commented Jan 19, 2024

Keras3 is out and constitutes a significant API change.

Typically, our shapelets backend is not compatible with keras3 as such, so we need to either:

  • keep things as such, and restrict keras version to be <3
  • switch to keras3 and force the keras version to be >=3 in the future versions of tslearn

EDIT: keras3 is not available for Python <3.9, so this would require to force Python>=3.9 too for tslearn. I'm okay with it, personnally.

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OK, it's not final yet, at the moment it cannot deal properly with time series of different lengths for the Shapelet model, but it's still a basis for future investigations.

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