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@charavelg charavelg released this 13 Nov 07:49
v0.7.0
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version 0.7.0

Changed

  • Explicit exception when using Global Alignment Kernel with sigma close to zero (#440)
  • Fixed shifting in K-shape shape extraction process (#385)
  • Support for scikit-learn up to 1.7 (#549)
  • Fixed LearningShapelets with variable length timeseries (#352)
  • The shapelets module now depends on Keras3+ and the underlying backend can be selected through the KERAS_BACKEND environment variable. Defaults to the first found installed backend among torch, tensorflow and jax (in that order).

Removed

  • Support for Python versions 3.8 and 3.9 is dropped

Added

  • per_timeseries and per_feature options for min-max and mean-variance scalers (#536)
  • TimeSeriesImputerclass: missing value imputer for time series (#564)
  • Frechet metrics and KNeighbors integration (#402)
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