olga-gorun
/
DagsHubMNISTTutorial


  
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            featurization:
  cmd: python code/featurization.py
  deps:
  - path: code/featurization.py
    md5: 352f0c3f147b26bc3adeb15584998433
    size: 1470
  - 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: ea51a1e448f0dd109415c4d9de3fd081
    size: 138943
  - path: data/processed_test_data.npy
    md5: d8a177962ee4e99711e793742d9bb2e9
    size: 1280128
  - path: data/processed_train_data.npy
    md5: c8f230ef86f7315e0692cb9b0d9d09e2
    size: 7680128
training:
  cmd: python code/train_model.py
  deps:
  - path: code/train_model.py
    md5: 655c3242c17b3d0213d7ce4d9f78344d
    size: 1652
  - path: data/processed_train_data.npy
    md5: c8f230ef86f7315e0692cb9b0d9d09e2
    size: 7680128
  outs:
  - path: data/model.pkl
    md5: 8b1173e650dd468e8128a137b565b9c3
    size: 799576
  - path: metrics/train_metric.json
    md5: 069ef39d30d0040de24abd3327d0ddb7
    size: 36
eval:
  cmd: python code/eval.py
  deps:
  - path: code/eval.py
    md5: 75c6e9b5ffa5ab5bbf83b7c3e8de188d
    size: 974
  - path: data/model.pkl
    md5: 8b1173e650dd468e8128a137b565b9c3
    size: 799576
  - path: data/processed_test_data.npy
    md5: d8a177962ee4e99711e793742d9bb2e9
    size: 1280128
  outs:
  - path: metrics/eval.json
    md5: 572d82065b564bd67143e147bff011d7
    size: 20