GitLab

Infrastructure: Docker version added; GPU support added; Requirements become more flexible Optimizer: Evolutionary optimizer generalized to allow the application to the custom non-ML tasks Mutation schemes improved for a more explainable evolution process; History extended Time series: Cross-validation for the time series implemented; Sparse lagged transformation for time series implemented to improve performance; Common: API updated and simplified; Processing of categorical features improved; Fixes and improvements for the hyperparameters tuning; The ‘chain’ term is replaced with ‘pipeline’ for better understandability. Utilities: Sensitivity analysis extended