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Galileo-Galilei / kedro-mlflow-tutorial

A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and serve kedro pipeline
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Use MlflowMetricsDataSet instead of hardcoding metric logging #16

Closed Galileo-Galilei closed 2 years ago

Galileo-Galilei commented 2 years ago

This code demonstrates bad practices which is against the goal of this tutorial:

https://github.com/Galileo-Galilei/kedro-mlflow-tutorial/blob/main/src/kedro_mlflow_tutorial/pipelines/ml_app/nodes_ml/train_model.py#L38-L50

Metrics should ot be logged directly but through a dataset.

Galileo-Galilei commented 2 years ago

Closed by 694108920abfe4b68548f7a0bc167202542b88b3