IPyflow: Reactive Python Notebooks in Jupyter(Lab)

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • ipyflow

    A reactive Python kernel for Jupyter notebooks.

  • Pluto.jl

    šŸŽˆ Simple reactive notebooks for Julia

  • I believe this is what Pluto sets out to do for Julia.

    I used it as part of the ā€œComputational Thinkingā€ with Julia course a year or two back. Even then the beta software was very good and some of the demos the Pluto dev showed were nothing short of amazing

    https://plutojl.org/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • vscode-reactive-jupyter

    A simple Reactive Python Extension for Visual Studio Code

  • Crazy seeing this here!

    I searched for this last week, as I'm playing with building the same thing but as a VSCode extension.. See here [1]

    I found another similar project on Github, but it was from many years ago. Yours did not turn up..

    Very interested in finding out how you implemented it

    [1] https://github.com/micoloth/vscode-reactive-jupyter#readme

  • nodebook

    Repeatable analysis plugin for Jupyter notebook (by stitchfix)

  • Reminds me of this project from Stitch Fix from years ago -- https://github.com/stitchfix/nodebook. Ahead of it's time I guess..

  • hamilton

    Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

  • From a nuts and bolts perspective, I've been thinking of building some reactivity on top of https://github.com/dagworks-inc/hamilton (author here) that could get at this. (If you have a use case that could be documented, I'd appreciate it.)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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