REFACTOR data service

2025-08-12 18:17:30 +02:00
parent 7c237c0acc
commit fbe7470ad9
149 changed files with 8528 additions and 7393 deletions
--- a/services/training/app/models/training.py
+++ b/services/training/app/models/training.py
@@ -149,6 +149,7 @@ class TrainedModel(Base):
    # Hyperparameters and features
    hyperparameters = Column(JSON)  # Store optimized parameters
    features_used = Column(JSON)    # List of regressor columns
+    normalization_params = Column(JSON)  # Store feature normalization parameters for consistent predictions
    
    # Model status
    is_active = Column(Boolean, default=True)