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sientia-dataops-model-manager
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a4d94dd2ffdefb7d2c732326eeb6cc90ab0efeac
sientia-dataops-model-manager
/
model_manager
/
utils
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models
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Kou Kinoshita
a4d94dd2ff
SIENTIAPDE-1579: Added date format and convert methods
2026-02-13 18:41:46 -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-1579: Added date format and convert methods
2026-02-13 18:41:46 -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