Mlforecast

New Features

- Add LocalStandardScaler jmoralez (171)

Enhancement

- make argument names compatible with other nixtla libraries jmoralez (166)

Bug Fixes

- fix keep_last_n with target_transforms jmoralez (171)

New Features

- add cross validation fitted values jmoralez (164)
- allow id_col in static_features jmoralez (161)

Enhancement

- raise error for wrong frequency in cross_validation jmoralez (160)
- Add new release drafter FedericoGarza (146)
- Add new issue template FedericoGarza (145)

Enhancement

- extend custom metric signature in LightGBMCV and add example jmoralez (137)

Bug Fixes

- use target_col in conformity scores jmoralez (134)

Enhancement

- Allow intervals for horizon lower than window size FedericoGarza (129)

New Features

- add `TimeSeries.update` method to update target values jmoralez (119)

Documentation

- fix slack link in README mergenthaler (117)

Maintenance

- set lower bound on spark for tests jmoralez (118)

Enhancement

- remove dynamic_dfs argument from LightGBMCV when it can be inferred jmoralez (125)

New Features

- add target_transforms jmoralez (110)
- add ray integration FedericoGarza (104)
- add input_size argument to cross_validation jmoralez (107)
- add fugue backend for distributed training with spark and dask jmoralez (90)
- add conformal distribution strategy FedericoGarza (97)

Breaking

- remove id_col='index' and set defaults for column names jmoralez (114)
- remove Forecast object jmoralez (113)
- replace dask-based distributed forecast with fugue-based jmoralez (102)

Documentation

- improve readme FedericoGarza (111)
- add fugue to docs jmoralez (100)
- add transfer learning tutorial FedericoGarza (93)
- fix prediction intervals plot FedericoGarza (92)
- Add prediction intervals tutorial FedericoGarza (87)

Maintenance

- set encoding on README open jmoralez (112)
- split distributed tests in CI jmoralez (99)

Enhancement

- extract distributed fit logic to model classes jmoralez (103)
- vectorize prediction intervals creation jmoralez (101)