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eugenia.anello
/
topic-modeling-reviews
connected to https://github.com/eugeniaring/topic-modeling-reviews.git

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  1. schema: '2.0'
    2. 

  2. stages:
    3. 

  3.   prepare_data:
    4. 

  4.     cmd: python src/process_data.py
    5. 

  5.     deps:
    6. 

  6.     - path: data/raw_data
    7. 

  7.       md5: b1b87096562280de2021a4f62882153a.dir
    8. 

  8.       size: 8483448
    9. 

  9.       nfiles: 1
    10. 

  10.     outs:
    11. 

  11.     - path: data/processed_data
    12. 

  12.       md5: 0ffe63ba51cc42f48e443a34239822b0.dir
    13. 

  13.       size: 11217918
    14. 

  14.       nfiles: 2
    15. 

  15.   topic_modeling:
    16. 

  16.     cmd: python src/train.py
    17. 

  17.     deps:
    18. 

  18.     - path: data/processed_data
    19. 

  19.       md5: 0ffe63ba51cc42f48e443a34239822b0.dir
    20. 

  20.       size: 11222201
    21. 

  21.       nfiles: 2
    22. 

  22.     - path: src/config.yaml
    23. 

  23.       md5: d9cbc7cbd5cbd440c43f706b5837b885
    24. 

  24.       size: 440
    25. 

  25.     - path: src/topic_model.py
    26. 

  26.       md5: c1217fd382f8f0e4047bca34076fb9b2
    27. 

  27.       size: 2787
    28. 

  28.     outs:
    29. 

  29.     - path: metrics.csv
    30. 

  30.       md5: f0c89a07561ca8aea8ab3f4764b648e7
    31. 

  31.       size: 26
    32. 

  32.     - path: model/bert_model
    33. 

  33.       md5: 127b147391d4fa2d94f7a9cff8f881a8
    34. 

  34.       size: 146281222
    35. 

  35.   display_topics:
    36. 

  36.     cmd: python src/mlflow_log.py
    37. 

  37.     deps:
    38. 

  38.     - path: model/bert_model
    39. 

  39.       md5: 127b147391d4fa2d94f7a9cff8f881a8
    40. 

  40.       size: 146281222
    41. 

  41.     - path: src/config.yaml
    42. 

  42.       md5: d9cbc7cbd5cbd440c43f706b5837b885
    43. 

  43.       size: 440
    44. 

  44.     - path: src/process_data.py
    45. 

  45.       md5: 21a5123ec80ea3027aeb8d64d5583867
    46. 

  46.       size: 1132
    47. 

  47.     - path: src/topic_model.py
    48. 

  48.       md5: c1217fd382f8f0e4047bca34076fb9b2
    49. 

  49.       size: 2787
    50. 

  50.     - path: src/visualization.py
    51. 

  51.       md5: 457c4b6aeb1b1b1b18e7cc0a6252bee2
    52. 

  52.       size: 459
    53. 

  53.     outs:
    54. 

  54.     - path: output/barchart.html
    55. 

  55.       md5: b9175f2891f117410b7119a105ffc62c
    56. 

  56.       size: 3725384
    57. 

  57.     - path: output/heatmap.html
    58. 

  58.       md5: 7fbcf56257cd8e004f7af0e5d5092ae8
    59. 

  59.       size: 3740979
    60. 

  60.     - path: output/hieararchy.html
    61. 

  61.       md5: 73928340f7bd8b947a3b0ab50922d5a2
    62. 

  62.       size: 3727544
    63. 

  63.     - path: output/intertopic_dist_map.html
    64. 

  64.       md5: 63bc2cb3fe6e772c7b7ba5423dfe51d0
    65. 

  65.       size: 3737472
    66. 

  66.     - path: output/projections.html
    67. 

  67.       md5: 9cf95eef8cf426f7ab5d266a1821157f
    68. 

  68.       size: 6351358
    69.
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