olga-gorun
/
DagsHubMNISTTutorial


  
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            featurization:
  cmd: python code/featurization.py
  deps:
  - path: code/featurization.py
    md5: 55f2ab79ee6dad39bd0a96ffff39dc64
    size: 1310
  - 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: python code/train_model.py
  deps:
  - path: code/train_model.py
    md5: 655c3242c17b3d0213d7ce4d9f78344d
    size: 1652
  - path: data/processed_train_data.npy
    md5: 9ee0468925c998fda26d197a14d1caec
    size: 376800128
  outs:
  - path: data/model.pkl
    md5: d72417286b48ba89f02d83ca3f9642d4
    size: 20739904
  - path: metrics/train_metric.json
    md5: 833767dc4aad6e0bd58f30eab8f53b5b
    size: 37
eval:
  cmd: python code/eval.py
  deps:
  - path: code/eval.py
    md5: 75c6e9b5ffa5ab5bbf83b7c3e8de188d
    size: 974
  - path: data/model.pkl
    md5: d72417286b48ba89f02d83ca3f9642d4
    size: 20739904
  - path: data/processed_test_data.npy
    md5: a5257a91e73920bdd4cafd0f88105b74
    size: 62800128
  outs:
  - path: metrics/eval.json
    md5: 42e05a4d1c5f16b21c304c269178b5a8
    size: 20