Bruno Domingues 06571011f2 SIENTIAPDE-1430: Introduce static_threshold parameter for static window removal. ...

This parameter allows customizing the threshold (1-1000) used when rem_static_win is enabled, defaulting to 1 if null.
Updates include parameter definition, business rule validation, repository logic for passing the threshold, documentation in README.md and PIPELINE_PARAMS_CHANGELOG.md, and new unit and integration tests.

2025-12-19 15:44:18 -03:00

..

__init__.py

SIENTIAPDE-1249: Implement data models for Model Manager and add unit tests. This commit introduces data transfer objects (DTOs) and model classes for experiment status, training parameters, and training results, along with corresponding unit tests to ensure their correct behavior.

2025-10-06 16:49:18 -03:00

experiment_status.py

SIENTIAPDE-1309: Update README with Helm instructions and refactor experiment status messages. Also, update values.yaml with new image and configurations.

2025-11-06 15:34:03 -03:00

train_model_params.py

SIENTIAPDE-1430: Introduce static_threshold parameter for static window removal.

2025-12-19 15:44:18 -03:00

train_model_result.py

SIENTIAPDE-1430: Introduce comprehensive integration testing with JSON-based scenarios and detailed README documentation. Enhance training workflow to support advanced model configurations, including polynomial regression with mandatory scaler validation. Ensure robust prediction handling by calculating training predictions (y_train_pred) before denormalization and automatically configuring datetime indices for time-series operations.

2025-12-18 17:05:10 -03:00