VennelaDondapati
/
LogisticRegression-MNIST
forked from DAGsHub-Official/DAGsHub-Tutorial-MNIST


  
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            schema: '2.0'
stages:
  featurization:
    cmd: python code/featurization.py
    deps:
    - path: code/featurization.py
      md5: e570a5b45022e46e9d6ad9cd6f2a1887
    - path: data/test_data.csv
      md5: c807df8d6d804ab2647fc15c3d40f543
    - path: data/train_data.csv
      md5: 5b49cf1b57fb9d6102b559d59d99df7c
    outs:
    - path: data/norm_params.json
      md5: e46984ac8b7097bfddfe5d9210f78ca4
    - path: data/processed_test_data.npy
      md5: a5257a91e73920bdd4cafd0f88105b74
    - path: data/processed_train_data.npy
      md5: 9ee0468925c998fda26d197a14d1caec
  training:
    cmd: python code/train_model.py
    deps:
    - path: code/train_model.py
      md5: ef6720f49a158ac37d19493c2eb7ba39
      size: 1685
    - path: data/processed_train_data.npy
      md5: 9ee0468925c998fda26d197a14d1caec
      size: 376800128
    outs:
    - path: data/model3.pkl
      md5: 6fddf44f07d7176a45d24cc8e5fac207
      size: 63537
    - path: metrics/train_metric.json
      md5: 3150ba25e0e7f4f50c21efc01cf6d6b2
      size: 37
  eval:
    cmd: python code/eval.py
    deps:
    - path: code/eval.py
      md5: caa49fd62683ef42126da25ba84f9402
      size: 1031
    - path: data/model3.pkl
      md5: 6fddf44f07d7176a45d24cc8e5fac207
      size: 63537
    - path: data/processed_test_data.npy
      md5: a5257a91e73920bdd4cafd0f88105b74
      size: 62800128
    outs:
    - path: metrics/eval.json
      md5: f9f9aea1f32797269a8f9bae603cd33c
      size: 20