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  1. make_data:
  2. cmd: python3 make_dataset.py
  3. deps:
  4. - path: make_dataset.py
  5. md5: d700791fac216077c43596a5ea326f74
  6. outs:
  7. - path: remote://remote-wfs/rML-raw-data.csv
  8. md5: 15ae93ba7e913bcad890c2461048a9c9
  9. eval:
  10. cmd: python3 evaluate.py
  11. deps:
  12. - path: evaluate.py
  13. md5: 215966e834c477c0b53c06076d477e0e
  14. - path: general_params.yml
  15. md5: fd72d874a18159ce4a7855eb23ce4165
  16. - path: model_params.yml
  17. md5: 4fd46c838ef321cb00b0032d0f182466
  18. - path: models
  19. md5: 10b54c065df5919ef803a3baf6f35cb4.dir
  20. - path: remote://remote-wfs/rML-test.csv
  21. md5: 629a4d0505914f5599bb94be702341b5
  22. outs:
  23. - path: test_metrics.csv
  24. md5: a79f78d40ab374a90bb04d0c68e1ad65
  25. preprocessing:
  26. cmd: python3 preprocess.py
  27. deps:
  28. - path: general_params.yml
  29. md5: fd72d874a18159ce4a7855eb23ce4165
  30. - path: preprocess.py
  31. md5: a8480e16883609ca58978caa77e4a67f
  32. - path: remote://remote-wfs/rML-raw-data.csv
  33. md5: 15ae93ba7e913bcad890c2461048a9c9
  34. outs:
  35. - path: remote://remote-wfs/rML-test.csv
  36. md5: 629a4d0505914f5599bb94be702341b5
  37. - path: remote://remote-wfs/rML-train.csv
  38. md5: ecab8e10326ee39e8250cbf22e50224f
  39. training:
  40. cmd: python3 training.py
  41. deps:
  42. - path: general_params.yml
  43. md5: fd72d874a18159ce4a7855eb23ce4165
  44. - path: model_def.py
  45. md5: e5510afe14965114dc29ec2f781a4db7
  46. - path: remote://remote-wfs/rML-train.csv
  47. md5: ecab8e10326ee39e8250cbf22e50224f
  48. - path: training.py
  49. md5: 4e4fa7f60fe21757418a3b3337e95cb9
  50. outs:
  51. - path: models
  52. md5: 10b54c065df5919ef803a3baf6f35cb4.dir
  53. - path: params.yml
  54. md5: 2425d4cc306ef245b718ef1179191bf5
  55. - path: training_metrics.csv
  56. md5: 5d4f865b47f7475454274578fd1fed99
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