MLOps
/
gradient-boosting
mirror of https://dagshub.com/skshreyas714/gradient-boosting


  
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            schema: '2.0'
stages:
  data-split:
    cmd: python3 src/data_split.py
    deps:
    - path: data/raw_data/clean_data.csv
      md5: b20c8cf632976544627b454eec4569cd
      size: 333768
    - path: src/data_split.py
      md5: c5ac7826abdad9566c61fa32b8d0a544
      size: 837
    outs:
    - path: data/processed_data/x_test.npy
      md5: 2d112d60d739d98a1c38f2ecaa3a575c
      size: 23424
    - path: data/processed_data/x_train.npy
      md5: 084fe9b3d0ddd59d73acf1c26fad3055
      size: 93120
    - path: data/processed_data/y_test.npy
      md5: c9df630695a5479df6e10a053d80f1b8
      size: 3040
    - path: data/processed_data/y_train.npy
      md5: 75253d33076ed9bc5211e9ec8b6f22d7
      size: 11752
  normalize:
    cmd: python3 src/normalize.py
    deps:
    - path: data/processed_data/x_test.npy
      md5: 2d112d60d739d98a1c38f2ecaa3a575c
      size: 23424
    - path: data/processed_data/x_train.npy
      md5: 084fe9b3d0ddd59d73acf1c26fad3055
      size: 93120
    - path: src/normalize.py
      md5: 8d8d4246bb5d3abc383ed6432d4cf960
      size: 551
    outs:
    - path: data/scaling_model.dill
      md5: d5ea802f85e0829fd2cd134a01eb1756
      size: 800