tinkoff-ai/etna 1.14.0

etna 1.14.0

on GitHub

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)