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@winedarksea winedarksea released this 19 Nov 04:16
0.6.16
830156b
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Learn about vigilant mode.

0.6.16 🇺🇦 🇺🇦 🇺🇦

  • export_template added focus_models option
  • added OneClassSVM and GaussianMixture anomaly model options
  • added plot_unpredictability_score
  • added a few more NeuralForecast search options
  • bounds_only to Constraint transformer
  • updates for deprecated upstream args
  • FIRFilter transformer added
  • mle and imle downscaled to reduce score imbalance issues with these two in generate score
  • SectionalMotif now more robust to forecast lengths longer than history
  • new transformer and metric options for SectionalMotif
  • NaN robustness to matse
  • 'round' option to Constraint
  • minor change to mosaic min style ensembles to remove edge case errors
  • 'mosaic-profile', 'filtered', 'unpredictability_adjusted' and 'median' style mosaics added
  • updated profiler, and improved feature generation for horizontal generalization
  • changepoint style trend as an option to GLM and GLS
  • added ShiftFirstValue which is only a minor nuance on PositiveShift transformer
  • added BasicLinearModel model
  • datepart_method, scale, and fourier encodig to WindowRegression
  • trimmed_mean and more date part options to SeasonalityMotif
  • some additional options to MultivariateRegression
  • added ThetaTransformer
  • added TVVAR model (time varying VAR)
  • added ChangepointDetrend transformer
  • added MeanPercentSplitter transformer
  • updated load_daily with more recent history
  • added support for passing a custom metric
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