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/ml/trainer.py
+++ b/services/training/app/ml/trainer.py
@@ -349,6 +349,7 @@ class EnhancedBakeryMLTrainer:
                "training_samples": len(processed_data),
                "hyperparameters": model_info.get("hyperparameters"),
                "features_used": list(processed_data.columns),
+                "normalization_params": self.enhanced_data_processor.get_scalers(),  # Include scalers for prediction consistency
                "is_active": True,
                "is_production": True,
                "data_quality_score": model_info.get("data_quality_score", 100.0)