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a guest Oct 23rd, 2018 74 Never
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  1. with mlflow.start_run():
  2.  
  3.     ... model ...
  4.  
  5.     mlflow.log_param("source", wine_path)
  6.     mlflow.log_param("alpha", alpha)
  7.     mlflow.log_param("l1_ratio", l1_ratio)
  8.  
  9.     mlflow.log_metric("rmse", rmse)
  10.     mlflow.log_metric("r2", r2)
  11.     mlflow.log_metric("mae", mae)
  12.  
  13.     mlflow.set_tag('domain', 'wine')
  14.     mlflow.set_tag('predict', 'quality')
  15.     mlflow.sklearn.log_model(lr, "model")
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