Version updated to 0.5.0
Preprocessing for tabular features and target variables improved dramatically. API is refactored and improved (presets, parameters, etc). The postfix "_tun" has been removed from the presets, so now you have to specify composer_params={'with_tuning': True} to set tuning. Important changes in preset names: light - best_quality, ultra_light - fast_train. Support for external optimisers is implemented. Zero-code console interface is implemented . Surrogate decision trees for pipeline interpretation are added. Custom model support is implemented. Better presets and models for time series forecasting (derivatives, polynomial models, cuts, etc) Better integration with FEDOT.Web Prototype for remote infrastructure support Evolutionary optimiser improved (stopping criterion, progress bar, better mutations, etc) Major and minor bugs are fixes