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andressagb
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Pneumonia-Classification
forked from nirbarazida/CheXNet

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  1. schema: '2.0'
    2. 

  2. stages:
    3. 

  3.   data-processing:
    4. 

  4.     cmd: python -m task-2-data-processing.src.data_processing
    5. 

  5.     deps:
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  6.     - path: src/const/general_const.py
    7. 

  7.       md5: 730d05e22f3defa392555d8a311c55a8
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  8.       size: 363
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  16.     - path: task-2-data-processing/src/data_processing.py
    17. 

  17.       md5: f512e7c857e9d12a5c4d1d51bf20277b
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  18.       size: 2622
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  19.     outs:
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  20.     - path: task-2-data-processing/data/processed-data
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  23.       nfiles: 5856
    24. 

  24.   modeling:
    25. 

  25.     cmd: python -m task-3-modeling.src.train
    26. 

  26.     deps:
    27. 

  27.     - path: src/const/general_const.py
    28. 

  28.       md5: 730d05e22f3defa392555d8a311c55a8
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  29.       size: 363
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  30.     - path: task-2-data-processing/data/processed-data
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  32.       size: 107673470
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  33.       nfiles: 5856
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  34.     - path: task-3-modeling/src/const/class_names.txt
    35. 

  35.       md5: 0029696b605cde6b899390a1104419bd
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  36.       size: 16
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  37.     - path: task-3-modeling/src/const/modeling_const.py
    38. 

  38.       md5: eb4fba36c941daf9a5458cb2bacd767a
    39. 

  39.       size: 587
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  40.     - path: task-3-modeling/src/train.py
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  41.       md5: 836f480034f17e9ef69b501f0c2312f9
    42. 

  42.       size: 3641
    43. 

  43.     outs:
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  44.     - path: prod_model
    45. 

  45.       md5: 6fc4d52cd62fbca5c37b0a3a5dbfbbba.dir
    46. 

  46.       size: 99815927
    47. 

  47.       nfiles: 4
    48. 

  48.     - path: task-3-modeling/model-checkpoint
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  49.       md5: 922b7db16fef38811a580b125df0d077.dir
    50. 

  50.       size: 99816050
    51. 

  51.       nfiles: 5
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  52.     - path: task-4-evaluating/eval/params/params.yml
    53. 

  53.       md5: a90a55257f10fffd32ea0645ce31f44f
    54. 

  54.       size: 32
    55. 

  55.   evaluating:
    56. 

  56.     cmd: python -m task-4-evaluating.src.evaluation
    57. 

  57.     deps:
    58. 

  58.     - path: prod_model
    59. 

  59.       md5: 6fc4d52cd62fbca5c37b0a3a5dbfbbba.dir
    60. 

  60.       size: 99815927
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  61.       nfiles: 4
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  62.     - path: src/const/general_const.py
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  63.       md5: 730d05e22f3defa392555d8a311c55a8
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  64.       size: 363
    65. 

  65.     - path: task-4-evaluating/src/const/evaluating_const.py
    66. 

  66.       md5: bc97cc442ada9f93ab1b7212ed063e89
    67. 

  67.       size: 290
    68. 

  68.     - path: task-4-evaluating/src/evaluation.py
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  69.       md5: 5027d59bc20658a00cae3eb0e2355932
    70. 

  70.       size: 1032
    71. 

  71.     outs:
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  72.     - path: task-4-evaluating/eval/metrics/metrics.csv
    73. 

  73.       md5: 700b690d8dd5df0815d234f7a1120da9
    74. 

  74.       size: 121
    75.
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Specify your Azure Storage bucket

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Congratulations!

Pneumonia-Classification is now integrated with Azure Cloud Storage!

Delete Storage Key

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