psara
/
O2020


  
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            stages:
  make_dataset:
    cmd: python ./make_dataset.py
    deps:
    - configs/dir.yaml
    - configs/parameters.yaml
    outs:
    - ids_dict.json:
        persist: true
    - test.csv:
        persist: true
    - train.csv:
        persist: true
    - val.csv:
        persist: true
  train_model:
    cmd: python ./train_model.py
    deps:
    - configs/dir.yaml
    - configs/parameters.yaml
    - ids_dict.json
    outs:
    - best_model.pth:
        persist: true
    - checkpoint_model.pth:
        persist: true
    - final_model.pth:
        persist: true
    metrics:
    - train_metrics.csv:
        cache: false
  predict_model:
    cmd: python ./predict_model.py
    deps:
    - configs/dir.yaml
    - configs/parameters.yaml
    - ids_dict.json
    metrics:
    - test_metrics.json:
        cache: false