Dean
/
RPPP


  
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            stages:
  make_data:
    cmd: python3 make_dataset.py
    deps:
    - make_dataset.py
    outs:
    - remote://remote-wfs/rML-raw-data.csv
  eval:
    cmd: python3 evaluate.py
    deps:
    - evaluate.py
    - general_params.yml
    - model_params.yml
    - models
    - remote://remote-wfs/rML-test.csv
    metrics:
    - test_metrics.csv:
        cache: false
  preprocessing:
    cmd: python3 preprocess.py
    deps:
    - general_params.yml
    - preprocess.py
    - remote://remote-wfs/rML-raw-data.csv
    outs:
    - remote://remote-wfs/rML-test.csv
    - remote://remote-wfs/rML-train.csv
  training:
    cmd: python3 training.py
    deps:
    - general_params.yml
    - model_def.py
    - remote://remote-wfs/rML-train.csv
    - training.py
    outs:
    - models:
        persist: true
    - params.yml:
        cache: false
        persist: true
    metrics:
    - training_metrics.csv:
        cache: false