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v0.81.0

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@MichaelFu512 MichaelFu512 released this 05 Oct 18:52
· 81 commits to main since this release
7780d80

Enhancements

  • Extended STLDecomposer to support multiseries #4253
  • Extended TimeSeriesImputer to support multiseries #4291
  • Added datacheck to check for mismatched series length in multiseries #4296
  • Added STLDecomposer to multiseries pipelines #4299
  • Extended DateTimeFormatCheck data check to support multiseries #4300
  • Extended TimeSeriesRegularizer to support multiseries #4303

Fixes

  • Fixed forecast period generation function for multiseries #4320
  • Fixed bug in STLDecomposer.inverse_transform causing incorrect seasonality projections #4328

Changes

  • Updated split_data to call split_multiseries_data when passed stacked multiseries data #4312
  • Pinned pandas version under 2.1.0 #4315
  • Increased minimum numpy version #4321

Documentation Changes

  • Removed LightGBM's excessive amount of warnings #4308

Testing Changes

  • Removed old performance testing workflow #4318