[P] Build data web apps in Jupyter Notebook with Python only

Submitted by pp314159 t3_112z9y9 in MachineLearning

Hi there,

Have you ever wanted to share your results from Jupyter Notebook with a non-technical person? You need to rewrite your analysis into some web framework or copy-paste charts to PowePoint presentation - a lot of work!

I'm working on an open-source framework for converting Jupyter Notebooks into web apps. Mercury offers set of interactive widgets that can be used in the Python notebook. There is a very simple re-execution of cells after widget update. Notebooks can be served online as web apps, presentations, reports, dashboards, static websites, or REST API.

You can read more about Mercury at RunMercury.com.

Mercury GitHub repo https://github.com/mljar/mercury

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Comments

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DigThatData t1_j8or4jr wrote

i feel like voila is pretty hard to beat, especially considering it already ships with jupyter. just change the word "tree" in your URL to "voila" and bam: your notebook's a webapp.

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autoraft t1_j8q25ak wrote

Right, have been using voila for last three years. Quite mature project (never had any issues), and the project is actively maintained. But of course, there are tonnes of things still possible to add as features.

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DigThatData t1_j8qkl3f wrote

all I know is voila works with panel, and panel works with basically everything (ipywidgets, bokeh, plotly...). not sure about streamlit/gradio.

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pp314159 OP t1_j8qsdkk wrote

That's true! Voila is hard to beat.

I'm working on Mercury Cloud, so you can just upload notebook to the cloud to make it available as web app. This will help many users to deploy notebooks as apps.

We also provide commercial support for Mercury for Pro users.

Those are the pain points for Voila.

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killergoose75 t1_j8nlp3c wrote

Looks super cool!

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pp314159 OP t1_j8qsgd6 wrote

Thank you! We are working on Cloud service to make it easier to deploy notebooks as apps.

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Tomatoflee t1_j8nurf2 wrote

I am very intrigued by this. Is there a way for us to get email updates?

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pp314159 OP t1_j8qs3r3 wrote

Sure, at the bottom of our website you can subscribe for newsletter.

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