How do you deal with Jupyter notebook debt?

1. ploomber

   1 121 3,594 3.7 Python

   Discontinued The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

   

   nbdev is a pretty interesting project. I'm working on something similar. nbdev allows you to write Python packages from Jupyter while Ploomber allows you to write modular data pipelines from Jupyter, we've had a bunch of companies report big productivity gains with this approach. That was my motivation to ask this question: I think it's possible to hit a balance between interactivity and production code

2. SaaSHub

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   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. jupytermosaic

   2 5 71 8.5 TypeScript

   A Jupyter Notebook / Jupyter Lab extension allowing for tiling of cells for a customizable and flexible layout reducing white space.

   

   It's not a miracle cure but if you want a way to make Jupiter notebooks a lot easier to read and be able to present them in day zoom without ludicrous levels of scrolling check out this GitHub plug in for jupyter notebook https://github.com/robertstrauss/jupytermosaic

4. nbdev

   3 48 5,302 9.3 Jupyter Notebook

   Create delightful software with Jupyter Notebooks

   

   For Python development, the fastai people are promoting a notebook-first development approach with nbdev. They are using notebooks as part of a general development workflow, not just in data exploration setting, and apparently they are seeing significant productivity gains.

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