tslearn
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Towards keras3
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.
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.