3 Commits

Author	SHA1	Message	Date
Bruno Domingues	7cbb7022e5	SIENTIAPDE-1430: Refactor DataPreprocessor date filtering, make rce_train radius optional, and introduce constants for model names.	2025-12-19 12:28:07 -03:00
Bruno Domingues	6e8f87b2a3	SIENTIAPDE-1430: Implement advanced model training capabilities and enhanced data preprocessing. This includes support for Polynomial Regression with configurable degree and interaction terms, flexible per-variable lag configurations, and new data filtering options by date range and removed intervals. Comprehensive business validations are now enforced for all parameters, and MLflow logging has been extended to capture these detailed configurations. Additionally, Reduced Coulomb Energy (RCE) metrics are added for drift detection, with a new changelog documenting all pipeline parameter updates.	2025-12-17 21:39:43 -03:00
Bruno Domingues	56a21a16da	SIENTIAPDE-1255: Integrate sientia-mlops-library into model-manager, adding model serving, reporting, and updated model definitions.	2025-10-20 16:55:52 -03:00