Bruno Domingues 0d50a76f4c SIENTIAPDE-1430: Add unit tests for Silverman radius and RCE drift metrics.

2025-12-18 18:19:35 -03:00

..

__init__.py

SIENTIAPDE-1255: Add unit tests for sientia metrics module (MAE, MSE, R2)

2025-10-20 20:13:08 -03:00

test_metrics.py

SIENTIAPDE-1430: Add unit tests for Silverman radius and RCE drift metrics.

2025-12-18 18:19:35 -03:00

test_model_serving.py

SIENTIAPDE-1241: refactor train_model workflow due to I/O errors.

2025-10-22 15:37:56 -03:00

test_models.py

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

test_reports.py

SIENTIAPDE-1255: Add unit tests for the reports module

2025-10-20 22:20:26 -03:00

test_utils.py

SIENTIAPDE-1255: Add unit tests for utils.split_train_test function

2025-10-20 22:22:38 -03:00