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etna 2.7.0

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@d-a-bunin d-a-bunin released this 04 Jun 09:55
· 67 commits to master since this release
11b0b49

Highlights

  • Add EmbeddingSegmentTransform
  • Add EmbeddingWindowTransform
  • Add tutorial 210-embedding_models about using embedding models
  • Add parameter drop_zero into MRMRFeatureSelectionTransform
  • Allow RNNModel, MLPModel, DeepARNativeModel, DeepStateModel to work with categorical features
  • Allow encoders to return numeric features

Full changelog

  • Add TS2VecEmbeddingModel model (#253)
  • Add EmbeddingSegmentTransform (#265)
  • Add EmbeddingWindowTransform (#265)
  • Add TSTCCEmbeddingModel (#294)
  • Add 210-embedding_models example notebook (#304)
  • Add parameter drop_zero into MRMRFeatureSelectionTransform (#308)

Changed

  • Allow RNNModel to work with categorical features (#334)
  • Allow DeepARNativeModel and MLPModel to work with categorical features (#336)
  • Allow DeepState to work with categorical features (#342)
  • Allow encoders to return numeric features (#352)
  • Enable cancelling old CI/CD runs after changes in a branch (#339)

Fixed

  • Fix FordA download url in classification notebook (#309)
  • Allow seaborn dependency to have higher version (#319)
  • Fix MRMRFeatureSelectionTransform to correctly handle less-is-better relevance_table (#308)
  • Fix PatchTSModel fails when using additional features (#376)
  • Fix 101-get-started notebook to be rendered correctly (#340)
  • Fix DeepStateModel forecasting problem with horizon=1 (#377)