ipyflow VS JupyterLab

Compare ipyflow vs JupyterLab and see what are their differences.

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ipyflow JupyterLab
20 17
1,079 13,793
1.0% 0.6%
9.5 9.8
4 days ago 2 days ago
Python TypeScript
BSD 3-clause "New" or "Revised" License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ipyflow

Posts with mentions or reviews of ipyflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-12.
  • Show HN: Marimo – an open-source reactive notebook for Python
    13 projects | news.ycombinator.com | 12 Jan 2024
    You're probably referring to nbgather (https://github.com/microsoft/gather), which shipped with VSCode for a while.

    nbgather used static slicing to get all the code necessary to reconstruct some cell. I actually worked with Andrew Head (original nbgather author) and Shreya Shankar to implement something similar in ipyflow (but with dynamic slicing and a not-as-nice interface): https://github.com/ipyflow/ipyflow?tab=readme-ov-file#state-...

    I have no doubt something like this will make its way into marimo's roadmap at some point :)

  • React Jam just started, making a game in 13 days with React
    5 projects | news.ycombinator.com | 26 Dec 2023
    Np.

    From https://news.ycombinator.com/context?id=35887168 re: ipyflow I learned about ReactiveX for Python (RxPY) https://rxpy.readthedocs.io/en/latest/ .

    https://github.com/ipyflow/ipyflow :

    > IPyflow is a next-generation Python kernel for Jupyter and other notebook interfaces that tracks dataflow relationships between symbols and cells during a given interactive session, thereby making it easier to reason about notebook state.

    FWIU e.g. panda3d does not have a react or rxpy-like API, but probably does have a component tree model?

    https://news.ycombinator.com/item?id=38527552 :

    >> It actually looks like pygame-web (pygbag) supports panda3d and harfang in WASM

    > Harfang and panda3d do 3D with WebGL, but FWIU not yet agents in SSBO/VBO/GPUBuffer

  • The GitHub Black Market That Helps Coders Cheat the Popularity Contest
    2 projects | news.ycombinator.com | 23 Oct 2023
    > Another giveaway is the ratio of stars to watchers / forks. I remember one project with thousands of stars but only 10 users "watching" it. They went on to raise a sizable seed round too.

    Not necessarily indicative of foul play. I have two projects like this (https://github.com/smacke/ffsubsync and https://github.com/ipyflow/ipyflow) and I attribute it to not having great developer documentation.

  • Python 3.12
    6 projects | news.ycombinator.com | 2 Oct 2023
    It's not in the highlights, but one of the things that excites me most is this: https://docs.python.org/dev/whatsnew/3.12.html#pep-669-low-i...

    > PEP 669 defines a new API for profilers, debuggers, and other tools to monitor events in CPython. It covers a wide range of events, including calls, returns, lines, exceptions, jumps, and more. This means that you only pay for what you use, providing support for near-zero overhead debuggers and coverage tools. See sys.monitoring for details.

    Low-overhead instrumentation opens up a whole bunch of interesting interactive use cases (i.e. Jupyter etc.), and as the author of one library that relies heavily on instrumentation (https://github.com/ipyflow/ipyflow), I'm very keen to explore the possibilities here.

  • Excel Labs, a Microsoft Garage Project
    4 projects | news.ycombinator.com | 26 May 2023
  • GitHub - ipyflow/ipyflow: A reactive Python kernel for Jupyter notebooks
    1 project | /r/Python | 22 May 2023
  • IPython kernel alternatives
    1 project | /r/datascience | 11 May 2023
    You’re looking for reactive kernels: https://github.com/ipyflow/ipyflow
  • IPyflow: Reactive Python Notebooks in Jupyter(Lab)
    1 project | /r/patient_hackernews | 10 May 2023
    1 project | /r/hackernews | 10 May 2023
    1 project | /r/hypeurls | 10 May 2023

JupyterLab

Posts with mentions or reviews of JupyterLab. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-12.

What are some alternatives?

When comparing ipyflow and JupyterLab you can also consider the following projects:

elyra - Elyra extends JupyterLab with an AI centric approach.

Code-Server - VS Code in the browser

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

RStudio Server - RStudio is an integrated development environment (IDE) for R

osxphotos - Python app to work with pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.

Gitpod - DEPRECATED since Gitpod 0.5.0; use https://github.com/gitpod-io/gitpod/tree/master/chart and https://github.com/gitpod-io/gitpod/tree/master/install/helm

nopdb - NoPdb: Non-interactive Python Debugger

ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.

subtls - A proof-of-concept TypeScript TLS 1.3 client

Eclipse Che - Kubernetes based Cloud Development Environments for Enterprise Teams

quarto-cli - Open-source scientific and technical publishing system built on Pandoc.

Vue Storefront - Alokai is a Frontend as a Service solution that simplifies composable commerce. It connects all the technologies needed to build and deploy fast & scalable ecommerce frontends. It guides merchants to deliver exceptional customer experiences quickly and easily.