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@d-a-bunin d-a-bunin released this 19 Mar 06:51
· 103 commits to master since this release
2.5.0
b707d37
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Learn about vigilant mode.

Highlights

  • Add built-in datasets: M3, M4, electricity, etc. The full list can be viewed at the documentation.
  • Add new mode="days_count" to HolidayTransform
  • Add method size to TSDataset class
  • Optimize performance of DensityOutliersTransform
  • Fix method to_dict for SklearnPerSegmentModel and SklearnMultiSegmentModel
  • Add the index_only parameter to outlier analysis functions

Full changelog

Added

  • Add electricity to internal datasets (#60)
  • Add parts argument to load_dataset function (#79)
  • Add M4 to internal datasets (#83)
  • Add M3 to internal datasets (#91)
  • Add traffic_2008 to internal datasets (#94)
  • Add traffic_2015 to internal datasets (#100)
  • Add tourism to internal datasets (#120)
  • Add weather to internal datasets (#125)
  • Add ETT to internal datasets (#134)
  • Add list_datasets function (#145)
  • Add IHEPC to internal datasets (#150)
  • Add dataset integrity check using hash for internal datasets (#151)
  • Create page about internal datasets in documentation (#175)
  • Add usage example of internal datasets in 101-get_started.ipynb and 305-classification.ipynb tutorials (#202)
  • Add new mode="days_count" to HolidayTransform (#239)
  • Add size method to TSDataset class (#238)
  • Add the index_only parameter to outlier analysis functions for return type control (#231)

Changed

  • Add relevance_aggregation_mode and redundancy_aggregation_mode into MRMRFeatureSelectionTransform.params_to_tune (#212)
  • Optimized DensityOutliersTransform and removed _save_original_values from outlier transforms (#231)
  • Update python to 3.10 in CI (#251)

Fixed

  • Fix traffic_2008 (128)
  • Fix number of segments in docs, column name for tourism dataset and change default save path (#206)
  • Fix method to_dict for SklearnPerSegmentModel and SklearnMultiSegmentModel (#199)
  • Fix method fit for MRMRFeatureSelectionTransform with redundancy_aggregation_mode=median (#212)
  • Fix method predict_components for _CatBoostAdapter working incorrectly on shuffled columns (#227)
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