We released a new major version of FEDOT - 0.4.1 It includes several large changes, features, and fixes.
The new version is available and can be imported via pip: pip install fedot==0.4.1
The most important changes:
- Major bugs fixed for evolutionary composing: we get rid of many annoying problems related to fitness evaluation and mutations
- Multi-variate time series forecasting improved
- Torch-based LSTM model added
- Encoding stage for categorial features implemented
- Docker containers updated, GPU example improved
- Export of pipelines improved
- Processing of hyperparameters improved
- API refactored