Show HN: Mercury – convert Jupyter Notebooks to Web Apps without code rewriting

• Solara

  30 1,573 9.7 Python

  A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps

  

Co-creator of Voila here. Voila is rather un-opinionated about what you can run in it. While it offers excellent support for ipywidgets, it's certainly not confined to that. One downside of Voila is that it can be resource-intensive, as it creates a new kernel/process for each page view or browser tab.

Mercury, in my view, seems really interesting for quick demos and reports. It's somewhat akin to Streamlit, making it ideal for notebook authors.

On the other end of the spectrum (and pardon my shameless plug here), there's Solara (https://github.com/widgetti/solara/). Solara is a fully-fledged web framework for Python, specifically designed to handle app sizes that surpass what Streamlit and Dash can manage. It's worth noting that Solara can render ipywidgets, using a pure Python React-like framework. This can be particularly useful after the exploration phase, when you're looking to transition a project from the notebook into production.

• papermill

  26 5,623 7.9 Python

  📚 Parameterize, execute, and analyze notebooks

  

I'm using Papermill to operationalize Notebooks (https://github.com/nteract/papermill), it e.g. also has airflow support. I'm really happy with papermill for automatic notebook execution, in my field it's nice that we can go very quickly from analysis to operations -- while having super transparent "logging" in the executed notebooks.

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• voila

  23 5,210 8.0 Python

  Voilà turns Jupyter notebooks into standalone web applications

  

Quick link: https://github.com/voila-dashboards/voila

Humbly recommend when you share a product, you include a link to it ;)

https://voila.readthedocs.io/en/stable/

• py-shiny

  29 940 9.7 Python

  Shiny for Python

  

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