For data science specifically, I would strongly suggest looking into DVC: https://dvc.org/ https://dvc.org/. You can easily write DVC stage files by hand as a

For data science specifically, I would strongly suggest looking into DVC: https://dvc.org/ https://dvc.org/. You can easily write DVC stage files by hand as a straightforward Makefile replacement, and integrate other features into your workflow as needed/desired.