Bruno Domingues 06fd08dc70 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

..

activities

SIENTIAPDE-1350: Implement scheduled cleanup workflow using Temporal schedules. Adds schedule creation to worker startup and configures environment variables.

2025-11-25 18:12:53 -03:00

schedules

SIENTIAPDE-1350: Integrate cleanup workflow and update default task queue names.

2025-11-26 22:11:20 -03:00

sientia

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

utils

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

worker

SIENTIAPDE-1350: Improve Docker image build context and fix queue names

2025-11-26 17:52:44 -03:00

workflows

SIENTIAPDE-1350: Add unit tests for the CleanupFiles workflow, covering both input bucket and default bucket scenarios.

2025-11-25 16:44:51 -03:00

__init__.py

SIENTIAPDE-1243: Initial commit of the model manager project, adding core files and configurations.

2025-09-30 14:55:38 -03:00

test_metrics.py

SIENTIAPDE-1241: Fixed formatting and linted code

2025-10-30 10:38:29 -03:00