New Features
- multi-node distributed training with spark @jmoralez (#935)
- [FEAT] Add BiTCN model @elephaint (#958)
- [FEAT] - Add iTransformer to neuralforecast @marcopeix (#944)
- [FEAT] Add MLPMultivariate model @elephaint (#938)
Bug Fixes
- [FIX] Fixes default settings of BiTCN @elephaint (#961)
- [FIX] HINT not producing coherent forecasts @elephaint (#964)
- [FIX] Fixes 948 multivariate predict/val issues when n_series > 1024 @elephaint (#962)
- handle exogenous variables of TFT in parent class @jmoralez (#959)
- fix early stopping in ray auto models @jmoralez (#953)
- fix cross_validation when the id is the index @jmoralez (#951)
Documentation
- add MLflow logging example @cargecla1 (#892)