Data Science, Jupyter Notebook, Machine Learning, Open Source, Analytics.
Therefore, we highly encourage you to write pipelines instead of big monolithic notebooks. So, what are the real problems? Hidden state Notebook’s hidden state hinders reproducibility. Image by author. Given a notebook, we say it has a hidden state when executing it linearly returns different