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@alex-hse-repository alex-hse-repository released this 16 Dec 13:52
· 101 commits to master since this release
1.14.0
2fd8fce
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Learn about vigilant mode.

Highlights:

  • Add python 3.10 support (#1005)
  • Add experimental module with TimeSeriesBinaryClassifier and PredictabilityAnalyzer (#985), see example notebook for the ditails (#997)
  • Inference track results: add predict method to pipelines, teach some models to work with context, change hierarchy of base models, update notebook examples (#979)

Full changelog:

Added

  • Add python 3.10 support (#1005)
  • Add SumTranform(#1021)
  • Add plot_change_points_interactive (#988)
  • Add experimental module with TimeSeriesBinaryClassifier and PredictabilityAnalyzer (#985)
  • Inference track results: add predict method to pipelines, teach some models to work with context, change hierarchy of base models, update notebook examples (#979)
  • Add get_ruptures_regularization into experimental module (#1001)
  • Add example classification notebook for experimental classification feature (#997)

Changed

  • Change returned model in get_model of BATSModel, TBATSModel (#987)
  • Add acf_plot, deprecated sample_acf_plot, sample_pacf_plot (#1004)
  • Change returned model in get_model of HoltWintersModel, HoltModel, SimpleExpSmoothingModel (#986)

Fixed

  • Fix MinMaxDifferenceTransform import (#1030)
  • Fix release docs and docker images cron job (#982)
  • Fix forecast first point with CatBoostPerSegmentModel (#1010)
  • Fix hanging EDA notebook (#1027)
  • Fix hanging EDA notebook v2 + cache clean script (#1034)
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