vitor-aignosi 6ac0f38d59 SIENTIAPDE-1273 ...

Update requirements and enhance metrics and data handling

- Updated the sientia-dataops-library dependency version in requirements.txt to 1.5.3.
- Added new metrics for model analysis, including lag, count, and error count in metrics.py.
- Implemented a new method for formatting transformed data in gates.py.
- Enhanced MLFlowRepository with methods to load artifact dataframes and calculate model metrics, including drift and performance metrics.
- Updated the prediction process to handle transformed data and ensure proper execution of related activities in format_and_export_prediction.py and prediction_process.py.

2025-11-11 16:50:22 -03:00

5.7 KiB

Raw Blame History

View Raw