What's New
Fixed
- Exclude Python 3.10 from manylinux CI (#870) @mloning
- Fix AutoETS handling of infinite information criteria (#848) @ltsaprounis
- Fix smape import (#851) @mloning
Changed
- ThetaForecaster now works with initial_level (#769) @yashlamba
- Use joblib to parallelize ensemble fitting for Rocket classifier (#796) @kachayev
- Update maintenance tools (#829) @mloning
- Undo pmdarima hotfix and avoid pmdarima 1.8.1 (#831) @aaronreidsmith
- Hotfix pmdarima version (#828) @aiwalter
Added
- Added Guerrero method for lambda estimation to BoxCoxTransformer (#778) (#791) @GuzalBulatova
- New forecasting metrics (#801) @RNKuhns
- Implementation of DirRec reduction strategy (#779) @luiszugasti
- Added cutoff to BaseGridSearch to use any grid search inside evaluate… (#825) @aiwalter
- Added pd.DataFrame transformation for Imputer and HampelFilter (#830) @aiwalter
- Added default params for some transformers (#834) @aiwalter
- Added several docstring examples (#835) @aiwalter
- Added skip-inverse-transform tag for Imputer and HampelFilter (#788) @aiwalter
- Added a reference to alibi-detect (#815) @satya-pattnaik
All contributors: @GuzalBulatova, @RNKuhns, @aaronreidsmith, @aiwalter, @kachayev, @ltsaprounis, @luiszugasti, @mloning, @satya-pattnaik and @yashlamba