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Dean
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Neuroimaging-Example

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  1. schema: '2.0'
    2. 

  2. stages:
    3. 

  3.   process_data:
    4. 

  4.     cmd: python -m src.process_data
    5. 

  5.     deps:
    6. 

  6.     - path: data/raw
    7. 

  7.       md5: da7d236b4c71aeb4bde08c27f4612fb3.dir
    8. 

  8.       size: 2357803699
    9. 

  9.       nfiles: 1426
    10. 

  10.     - path: src/const_process_data.py
    11. 

  11.       md5: 02144ec485afb584cc301dc3da83acf8
    12. 

  12.       size: 315
    13. 

  13.     - path: src/functions.py
    14. 

  14.       md5: 6ae166406c7a55e73536a5a8cc79e2b9
    15. 

  15.       size: 3852
    16. 

  16.     - path: src/process_data.py
    17. 

  17.       md5: e94a261bcfab8a2799c7b2614d810a0c
    18. 

  18.       size: 563
    19. 

  19.     outs:
    20. 

  20.     - path: data/processed/
    21. 

  21.       md5: 0abb8bd5ea2677a85a518297ffa613d0.dir
    22. 

  22.       size: 238734195
    23. 

  23.       nfiles: 1995
    24. 

  24.   model:
    25. 

  25.     cmd: MLFLOW_TRACKING_URI=https://data-preview.dagops.dagshub.com/Dean/Neuroimaging-Example.mlflow
    26. 

  26.       MLFLOW_TRACKING_USERNAME=nirbarazida MLFLOW_TRACKING_PASSWORD=02a4cf189ceec4596c833f111214b5dfb58602cd
    27. 

  27.       python -m src.model
    28. 

  28.     deps:
    29. 

  29.     - path: data/processed
    30. 

  30.       md5: 0abb8bd5ea2677a85a518297ffa613d0.dir
    31. 

  31.       size: 238734195
    32. 

  32.       nfiles: 1995
    33. 

  33.     - path: src/const_model.py
    34. 

  34.       md5: 391dced42d0dae45d1a3b7668526f88b
    35. 

  35.       size: 368
    36. 

  36.     - path: src/functions.py
    37. 

  37.       md5: 6ae166406c7a55e73536a5a8cc79e2b9
    38. 

  38.       size: 3852
    39. 

  39.     - path: src/model.py
    40. 

  40.       md5: 5e112f47edccf737dacec04f0a76dfa7
    41. 

  41.       size: 1070
    42. 

  42.     - path: src/model_architecture.py
    43. 

  43.       md5: 341e1d237d294dff77b756965a3c5cba
    44. 

  44.       size: 16500
    45. 

  45.     outs:
    46. 

  46.     - path: model_weights/model_weights.h5
    47. 

  47.       md5: bc6a56e4e99ba53a3f2acb7db864966c
    48. 

  48.       size: 77592864
    49. 

  49.   eval:
    50. 

  50.     cmd: python -m src.eval
    51. 

  51.     deps:
    52. 

  52.     - path: data/raw
    53. 

  53.       md5: da7d236b4c71aeb4bde08c27f4612fb3.dir
    54. 

  54.       size: 2357803699
    55. 

  55.       nfiles: 1426
    56. 

  56.     - path: model_weights/model_weights.h5
    57. 

  57.       md5: bc6a56e4e99ba53a3f2acb7db864966c
    58. 

  58.       size: 77592864
    59. 

  59.     - path: src/const_eval.py
    60. 

  60.       md5: bd1941750f805532f04f4ca3d7d41cd0
    61. 

  61.       size: 235
    62. 

  62.     - path: src/eval.py
    63. 

  63.       md5: 1cdb05d9fb01548520ff8870860ad02d
    64. 

  64.       size: 1252
    65. 

  65.     outs:
    66. 

  66.     - path: data/eval/
    67. 

  67.       md5: 7c160dd2e02c4ff9d626c90b706b2368.dir
    68. 

  68.       size: 7227897
    69. 

  69.       nfiles: 4
    70.
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Integrate Google Cloud Storage
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Specify your Google Storage bucket

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Neuroimaging-Example is now integrated with Google Cloud Storage!

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Integrate AWS S3
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Use AWS S3 as storage!

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Specify your S3 bucket

Access key (If needed)

Congratulations!

Neuroimaging-Example is now integrated with AWS S3!

Delete Storage Key

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Integrate S3 compatible storage
Use S3 like remote
Select bucket
Access key
Finish

Use any S3 compatible storage!

Browsing data directories saved to S3 compatible storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Access key (If needed)

Congratulations!

Neuroimaging-Example is now integrated with your S3 compatible storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes
Integrate Azure Cloud Storage
Use Azure Storage
Select bucket
Set key
Finish

Use Azure Cloud Storage!

Browsing data directories saved to Azure Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your Azure Storage bucket

Access key (If needed)

Congratulations!

Neuroimaging-Example is now integrated with Azure Cloud Storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes