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dvc.yaml 704 B

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  1. stages:
  2. prepare_data:
  3. cmd: python src/prepare_data.py
  4. outs:
  5. - ecg_data/ecg5000.csv:
  6. persist: true
  7. - ecg_data/X_train.pickle:
  8. persist: true
  9. - ecg_data/y_train.pickle:
  10. persist: true
  11. - ecg_data/X_test.pickle:
  12. persist: true
  13. - ecg_data/y_test.pickle:
  14. persist: true
  15. anomaly_detection:
  16. cmd: python src/train.py
  17. deps:
  18. - ecg_data/X_train.pickle
  19. - ecg_data/y_train.pickle
  20. - ecg_data/X_test.pickle
  21. - ecg_data/y_test.pickle
  22. - src/parameters.yaml
  23. - src/detect_anomalies.py
  24. - src/train.py
  25. outs:
  26. - Autoencoder/saved_model.pb:
  27. persist: true
  28. metrics:
  29. - metrics.csv:
  30. persist: true
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