eugenia.anello
/
anomaly_detection_ecg_part2


  
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            stages:
  prepare_data:
    cmd: python src/create_data.py
    deps:
    - ecg_data/all_data
    outs:
    - ecg_data/train.csv:
        persist: true
    - ecg_data/test.csv:
        persist: true
  anomaly_detection:
    cmd: python src/train.py
    deps:
    - src/create_data.py
    - src/mlflow_log.py
    - src/ad_if.py
    - ecg_data/train.csv
    - ecg_data/train.csv
    - src/hyperparams.yaml
    outs:
    - if/isolation_forest.sav:
        persist: true    
    metrics:
    - metrics.csv:
        persist: true