New Features
- [FEAT] Added TSMixerx model elephaint (921)
- Add Time-LLM marcopeix (908)
- [FEAT] Added TSMixer model elephaint (914)
- Add option to support user defined optimizer for NeuralForecast Models JQGoh (901)
- [FEAT] Added NLinear model ggattoni (900)
- [FEAT] Added DLinear model cchallu (875)
- support refit in cross_validation jmoralez (842)
- use environment variable to get id as column in outputs jmoralez (841)
- support different column names for ids, times and targets jmoralez (838)
- polars support jmoralez (829)
- add callbacks to auto models jmoralez (795)
Bug Fixes
- [FIX] Avoid raised error for varied step_size parameter during predict_insample() JQGoh (933)
- [FIX] 926 auto ensure all models support alias and 924 Configuring hyperparameter space for Auto* Models elephaint (927)
- fix base_multivariate window generation jmoralez (907)
- Fix optuna multigpu jmoralez (889)
- support saving and loading models with alias jmoralez (867)
- [FIX] Polars `.columns` produces list rather than Pandas Index akmalsoliev (862)
- add missing models to filename dict jmoralez (856)
- ensure exogenous features are lists jmoralez (851)
- fix save with save_dataset=False jmoralez (850)
- copy config in optuna jmoralez (844)
- Fixed: Exception: max_epochs is deprecated, use max_steps instead. twobitunicorn (835)
- fix single column 2d array polars df jmoralez (830)
- move scalers to core jmoralez (813)
- [FIX] Default AutoPatchTST config cchallu (811)
- [FIX] ReVin Numerical Stability dluuo (781)
- On Windows, prevent long trial directory names tg2k (735)
Documentation
- removed documentation for missing argument yarnabrina (913)
- feat: Added cross-validation tutorial MMenchero (897)
- chore: update license to apache-2 AzulGarza (882)
- [FEAT] Model table in README cchallu (880)
- redirect to mintlify docs jmoralez (816)
- add missing models to documentation jmoralez (775)
Dependencies
- add windows to CI jmoralez (814)
- address future warnings jmoralez (898)
- use scalers from coreforecast jmoralez (873)
- add python 3.11 to CI jmoralez (839)
Enhancement
- Reduce device transfers elephaint (923)
- extract common methods to BaseModel jmoralez (915)
- remove TQDMProgressBar callback jmoralez (899)
- use fsspec in save and load methods jmoralez (895)
- Feature/Check input for NaNs when available_mask = 1 JQGoh (894)
- switch `flake8` to `ruff` Borda (871)
- use future instead of deprecation warnings jmoralez (849)
- add frequency validation and futr_df debugging methods jmoralez (833)