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Joel Grus - The case against the jupyter notebook

Towards Data Science

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Reproducibility in Python - The Jupiter Notebook

The biggest challenge is that, a, so there's a couple f challenges. In order to reproduce code, especially in python, you need to first reproduce the environment in which the code ran. vanilla jupiter note books don't give you any way to recreate that environment. The more cleanly you separate these two things, the easier it is for some one else to take your work and reproduce it.

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