dvc.yaml

stages:
  make_dataset:
    cmd: python .\src\data\make_dataset.py
    deps:
    - .\data\raw\creditcard.csv
    - .\src\data\make_dataset.py
    params:
    - make_dataset.test_split
    - make_dataset.seed
    outs:
    - .\data\processed\
  train_model:
    cmd: python .\src\models\train_model.py .\data\processed\
    deps:
    - .\data\processed\
    - .\src\models\train_model.py
    params:
    - train_model.seed
    - train_model.n_estimators
    - train_model.max_depth
    outs:
    - .\models\
  visualize:
    cmd: python .\src\visualization\visualize.py .\models\model.joblib .\data\processed\
    deps:
    - .\data\processed\
    - .\models\model.joblib
    - .\src\visualization\visualize.py
    outs:
    - dvclive

metrics:
- dvclive\metrics.json