minwoo
/
DAGsHub-Tutorial-MNIST
forked from DAGsHub-Official/DAGsHub-Tutorial-MNIST


  
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            featurization:
  cmd: python code/featurization.py
  deps:
  - path: code/featurization.py
    md5: ddf63559873ad5aa352565bb3b76bf0b
  - path: data/test_data.csv
    md5: 9686a73874063a8814cb95a7349887ad
  - path: data/train_data.csv
    md5: 5b49cf1b57fb9d6102b559d59d99df7c
  outs:
  - path: data/norm_params.json
    md5: 9157137d0957f485519a620767b5a70f
  - path: data/processed_test_data.npy
    md5: 9bdbf1af9efdf2f6c4a56a1e15c2c847
  - path: data/processed_train_data.npy
    md5: 816c8566b0e07275f85133cc14987052
training:
  cmd: python code/train_model.py
  deps:
  - path: code/train_model.py
    md5: 655c3242c17b3d0213d7ce4d9f78344d
  - path: data/processed_train_data.npy
    md5: 816c8566b0e07275f85133cc14987052
  outs:
  - path: data/model.pkl
    md5: e854edcda9528d7ffae12c0fd4e423a7
  - path: metrics/train_metric.json
    md5: 46e9072b0a0105aeaacb76b736517b00
eval:
  cmd: python code/eval.py
  deps:
  - path: code/eval.py
    md5: 75c6e9b5ffa5ab5bbf83b7c3e8de188d
  - path: data/model.pkl
    md5: e854edcda9528d7ffae12c0fd4e423a7
  - path: data/processed_test_data.npy
    md5: 9bdbf1af9efdf2f6c4a56a1e15c2c847
  outs:
  - path: metrics/eval.json
    md5: ea8cda4deecfecaaa742c9d2bd6368ef