6 Commits

Author	SHA1	Message	Date
vitor-aignosi	cf5111e520	feat: integrate PluginStore and MinIO repository into model manager activities ... - Added PluginStore integration for model management. - Replaced StorageRepository with MinIORepository in Activities, Cleanup, and Training classes. - Updated training logic to handle validation files and improved data management. - Enhanced configuration for MinIO and PluginStore in connectors. - Removed deprecated model repository and storage repository files. - Updated environment variable handling for new configurations.	2026-03-11 17:35:05 -03:00
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
Kou-Kinoshita	a80d65d7ba	SIENTIAPDE-1321: Added equation related methods	2025-10-24 08:03:27 -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
Bruno Domingues	04c94efd98	SIENTIAPDE-1249: Refactor TrainModelParams to use dataclass and add from_dict method for validation, remove no-cache-dir from pip install in quality gate workflow, and rename X_train/X_test to x_train/x_test in TrainModelResult.	2025-10-06 19:11:02 -03:00
Bruno Domingues	d8583cdae7	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