Contentful is something wrong about processing japanese text so I have to write in English.... :(

I implemented mlflow pipeline for my research

• Preprocess (split data into train, test and valid dataset.)

• Train (log learning curve, save model, e.t.c.)

• Evaluate (log validation score.)

I'm going to implement automated hyperparameter optimization using optuna for this pipeline.

My Research Code

References

Ml-system-in-actions by Shibui