ilial
/
DAGsHub-Tutorial


  
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            featurization:
  cmd: python3 code/featurization.py
  deps:
  - path: code/featurization.py
    md5: 55f2ab79ee6dad39bd0a96ffff39dc64
  - path: data/test_data.csv
    md5: 8601d76b822ea5d52a6f5c4c7aa47181
  - path: data/train_data.csv
    md5: 5b49cf1b57fb9d6102b559d59d99df7c
  outs:
  - path: data/norm_params.json
    md5: e46984ac8b7097bfddfe5d9210f78ca4
  - path: data/processed_test_data.npy
    md5: 55ad81bb87c4a1f3277df71992a9fcdf
  - path: data/processed_train_data.npy
    md5: 9ee0468925c998fda26d197a14d1caec
training:
  cmd: python3 code/train_model.py
  deps:
  - path: code/train_model.py
    md5: bea85dcc5aa5342c4c416883deac5709
  - path: data/processed_train_data.npy
    md5: 9ee0468925c998fda26d197a14d1caec
  outs:
  - path: data/model.pkl
    md5: 45f6b3122b95db6d7613b68485bfdd54
  - path: metrics/train_metric.json
    md5: e5ba695490ae552a2201d95fa29a833c
Dvcfile:
  cmd: python3 code/eval.py
  deps:
  - path: code/eval.py
    md5: 5247c426ddb32d167df5f3457a9945cf
  - path: data/model.pkl
    md5: 45f6b3122b95db6d7613b68485bfdd54
  - path: data/processed_test_data.npy
    md5: 55ad81bb87c4a1f3277df71992a9fcdf
  outs:
  - path: metrics/eval.json
    md5: abc669c488ffd33299f4b242b084c03e