New Features
- support lag transformations from coreforecast @jmoralez (#265)
- add feature_engineering module @jmoralez (#261)
- add as_numpy argument @jmoralez (#249)
- add polars support @jmoralez (#241)
Breaking Change
Bug Fixes
- deterministic column order @jmoralez (#262)
- fix inverse transforms for fitted values when series were dropped @jmoralez (#255)
- Fix distributed cv @jmoralez (#254)
- add packaging to dependencies @jmoralez (#235)
Documentation
- add as_numpy guide @jmoralez (#258)
- add analyzing models and custom training how-to guides @jmoralez (#236)
Enhancement
- keep df order in cv @jmoralez (#257)
- handle short series exception @jmoralez (#256)
- support polars dataframe in
TimeSeries.update@jmoralez (#252) - issue warning instead of error for short series in cv @jmoralez (#247)
- ensure lags are positive integers @jmoralez (#232)
Full Changelog: v0.10.0...v0.11.0