nirbarazida
/
CheXNet


  
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            stages:
  data-processing:
    cmd: python -m data_processing.src.data_processing
    deps:
    - data_labeling/data
    - data_processing/src/const.yaml
    - data_processing/src/data_processing.py
    outs:
    - data_processing/samples:
        persist: true
  modeling:
    cmd: python -m modeling.src.train
    deps:
    - data_labeling/data
    - data_processing/src/const.yaml
    - data_processing/src/data_processing.py
    - modeling/src/const.yaml
    - modeling/src/train.py
    outs:
    - prod_model:
        persist: true
    metrics:
    - evaluating/eval/metrics.csv:
        cache: false
        persist: true
    - evaluating/eval/params.yml:
        cache: false
  evaluating:
    cmd: python -m evaluating.src.heatmap
    deps:
    - evaluating/src/const.yaml
    - evaluating/src/heatmap.py
    - prod_model
    outs:
    - evaluating/heatmap_eval