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Runtime error
| from app.models.feedback_manager import FeedbackManager | |
| from app.models.matcher import PuzzleMatchingEngine | |
| def retrain_model(): | |
| feedback_manager = FeedbackManager() | |
| training_data = feedback_manager.get_training_data() | |
| # Dummy retraining logic (adjust weights based on feedback) | |
| matcher = PuzzleMatchingEngine() | |
| positive_samples = training_data['positive'] | |
| negative_samples = training_data['negative'] | |
| # Example: Increase weights for correct matches | |
| if positive_samples: | |
| matcher.weight_geometric += 0.01 | |
| matcher.weight_color += 0.01 | |
| matcher.weight_edge += 0.01 | |
| total = matcher.weight_geometric + matcher.weight_color + matcher.weight_edge | |
| matcher.weight_geometric /= total | |
| matcher.weight_color /= total | |
| matcher.weight_edge /= total | |
| print("Model weights updated:", { | |
| 'geometric': matcher.weight_geometric, | |
| 'color': matcher.weight_color, | |
| 'edge': matcher.weight_edge | |
| }) | |
| if __name__ == '__main__': | |
| retrain_model() |