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@alex-hse-repository alex-hse-repository released this 05 Sep 11:11
· 130 commits to master since this release
1.12.0
7bff536
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Learn about vigilant mode.

Highlights:

  • ETNA native MLPModel
  • to_dict method in all the etna objects
  • DirectEnsemble implementing the direct forecasting strategy
  • Notebook about forecasting strategies

Full changelog:

Added

  • Function to transform etna objects to dict(#818)
  • MLPModel(#860)
  • DeadlineMovingAverageModel (#827)
  • DirectEnsemble (#824)
  • CICD: untaged docker image cleaner (#856)
  • Notebook about forecasting strategies (#864)
  • Add ChangePointSegmentationTransform, RupturesChangePointsModel (#821)

Changed

  • Teach AutoARIMAModel to work with out-sample predictions (#830)
  • Make TSDataset.to_flatten faster for big datasets (#848)

Fixed

  • Type hints for external users by PEP 561 (#868)
  • Type hints for Pipeline.model match models.nn(#768)
  • Fix behavior of SARIMAXModel if simple_differencing=True is set (#837)
  • Bug python3.7 and TypedDict import (867)
  • Fix deprecated pytorch lightning trainer flags (#866)
  • ProphetModel doesn't work with cap and floor regressors (#842)
  • Fix problem with encoding category types in OHE (#843)
  • Change Docker cuda image version from 11.1 to 11.6.2 (#838)
  • Optimize time complexity of determine_num_steps(#864)
  • All warning as errors(#880)
  • Update .gitignore with .DS_Store and checkpoints (#883)
  • Delete ROADMAP.md ([#904]#904)
  • Fix ci invalid cache (#896)
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