skshreyas714
/
dvc-explore


  
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            schema: '2.0'
stages:
  featurization:
    cmd: python3 code/featurization.py
    deps:
    - path: code/featurization.py
      md5: af7c83062bb9bca01a18209ef719c3f5
      size: 1300
    - path: data/test_data.csv
      md5: c807df8d6d804ab2647fc15c3d40f543
      size: 18289443
    - path: data/train_data.csv
      md5: 5b49cf1b57fb9d6102b559d59d99df7c
      size: 109575994
    outs:
    - path: data/norm_params.json
      md5: e46984ac8b7097bfddfe5d9210f78ca4
      size: 54
    - path: data/processed_test_data.npy
      md5: a5257a91e73920bdd4cafd0f88105b74
      size: 62800128
    - path: data/processed_train_data.npy
      md5: 9ee0468925c998fda26d197a14d1caec
      size: 376800128
  training:
    cmd: python3 code/training.py
    deps:
    - path: code/training.py
      md5: 16cadb0d728583ea81e198596902939d
      size: 1645
    - path: data/processed_train_data.npy
      md5: 9ee0468925c998fda26d197a14d1caec
      size: 376800128
    outs:
    - path: data/model.pkl
      md5: eeca562eb61c5a6c79fa4cfb3bd0a792
      size: 20740328
    - path: metrics/train_metric.json
      md5: 9eb220aced83f291b3e6ecdc281e8042
      size: 37
  eval:
    cmd: python3 code/eval.py
    deps:
    - path: code/eval.py
      md5: 7391789455d13719ba42f4f92801446b
      size: 967
    - path: data/model.pkl
      md5: eeca562eb61c5a6c79fa4cfb3bd0a792
      size: 20740328
    - path: data/processed_test_data.npy
      md5: a5257a91e73920bdd4cafd0f88105b74
      size: 62800128
    outs:
    - path: metrics/eval.json
      md5: 42e05a4d1c5f16b21c304c269178b5a8
      size: 20