hal9ai VS pyodide

Compare hal9ai vs pyodide and see what are their differences.


Hal9 — Data apps powered by code and LLMs [Moved to: https://github.com/hal9ai/hal9] (by hal9ai)


Pyodide is a Python distribution for the browser and Node.js based on WebAssembly (by iodide-project)
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hal9ai pyodide
22 67
122 11,473
- 2.3%
-22.7 9.7
10 months ago 6 days ago
TypeScript Python
MIT License Mozilla Public License 2.0
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.


Posts with mentions or reviews of hal9ai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-22.
  • Show HN: Will data apps into existence with GPT-3
    1 project | news.ycombinator.com | 5 Dec 2022
  • PyScript
    10 projects | news.ycombinator.com | 22 Jun 2022
    We are not using libfortran not gdpr, we are basically using whatever libraries are available for the web. Since most data scientists don't want to use JS per se, you can build the apps as blocks in the Hal9 site or using a soon-to-be-released Python/R package, see https://notebooks.hal9.com

    Feel free to check out our repo as well, all the "primitives" / blocks code is in the scripts folder: https://github.com/hal9ai/hal9ai

  • Ask HN: Can you share websites that are pushing the utility of browsers forward?
    12 projects | news.ycombinator.com | 15 May 2022
    https://hal9.com helps data scientists build faster web applications.

    It uses WebGL and WebAssembly to process larger datasets, perform inference in the browser with TensorFlow.js, and enables running Python code with Pyodide.

  • Ask HN: What ML platform are you using?
    6 projects | news.ycombinator.com | 13 Mar 2022
    If you want to build a web application on top of your ML project, give https://hal9.com a shot. We designed Hal9 with ease of use for deployment and maximum compatibility with web technologies that enable you to build ML apps with React, Vue, etc. We launched a couple months ago but could use some early feedback and users. Thank you!
  • Built data analysis platform optimized for web developers
    4 projects | /r/webdev | 6 Feb 2022
    BTW. If you are ever interested in helping us out, you can send a PR's to our GitHub repo. For instance, the summarize and convert blocks are here: https://github.com/hal9ai/hal9ai/blob/main/scripts/transforms/summarize.txt.js and https://github.com/hal9ai/hal9ai/blob/main/scripts/transforms/convert.txt.js
  • PyFlow – visual and modular block programming in Python
    9 projects | news.ycombinator.com | 31 Jan 2022
    We are working in https://hal9.com which is language agnostic and allows you to compose different programming languages; however, we are focused at the moment at 1D-graphs but have plans to support 2D-graphs in the coming weeks.

    If you want a demo or just time to chat, I'm available at javier at hal9.ai.

  • hal9ai: Web-First Composable Data Pipelines
    1 project | /r/u_TsukiZombina | 10 Jan 2022
  • Mlflow, fastapi, streamlit template Project
    2 projects | /r/learnmachinelearning | 26 Oct 2021
    We would love to help out since this is a perfect use case for https://hal9.ai; we are about to release our beta version that makes this as easy as copy-pasting code. You can find me at javier at hal9.ai to find some time to chat and give you a walkthrough of our code-to-api functionality.
  • Flask with react.js
    1 project | /r/learnmachinelearning | 8 Oct 2021
    Hi there, would love to help you out. We are building a JavaScript + Python/R/AI service called https://hal9.ai to enable you to build React/Vue/Svelte/Angular apps against Python/R models. Want to send me an email to javier at hal9.ai to chat and help out?
  • Is BI dead? – On dismantling data's ship of Theseus
    2 projects | news.ycombinator.com | 21 Sep 2021
    Would love to hear your feedback for https://hal9.ai -- We are building an open source platform for data analysis based on reusable code blocks and a community to build and monetize their contributions. We are pretty early in our journey, launched our alpha and getting ready for our beta release, but would love to hear your thoughts. You can find me at javier at hal9.ai. Cheers!


Posts with mentions or reviews of pyodide. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-22.
  • Py2wasm – A Python to WASM Compiler
    4 projects | news.ycombinator.com | 22 Apr 2024
    We implemented an in-browser Python editor/interpreter built on Pyodide over at Comet (our users are data scientists who need to build custom visualizations quite often, and the most familiar language for most of them is Python).

    One of the issues you'll run into is that Pyodide only works by default with packages that have pure Python wheels available. The team has developed support for some libraries with C dependencies (like scikit-learn, I believe), but frameworks like PyTorch are particularly thorny (see this issue: https://github.com/pyodide/pyodide/issues/1625 )

    We ended up rolling out a new version of our Python visualizations that runs off-browser, in order to support enough libraries/get the performance we need: https://www.comet.com/docs/v2/guides/comet-ui/experiment-man...

  • Show HN: Open-source, browser-local data exploration using DuckDB-WASM and PRQL
    11 projects | news.ycombinator.com | 15 Mar 2024
    Thank you! Yes, one of the items in the Roadmap is support for Pyodide (https://github.com/pyodide/pyodide) for running in-browser python on the results of each of the code blocks! This should allow most ML libs to be usable in-browser! This is pretty high-up on our priority list.
  • Show HN: Marimo – open-source reactive Python notebook – running in WASM
    3 projects | news.ycombinator.com | 29 Feb 2024
  • Why Are Tech Reporters Sleeping on the Biggest App Store Story?
    6 projects | news.ycombinator.com | 2 Jan 2024
    If I understand correctly, WASM only makes sense for compiled languages, you can run the python interpreter in WASM of course[1], but that will be at a significant performance disadvantage to the native javascript interpreter, and it's also something that has to be loaded every time you load the website.

    [1]: https://github.com/pyodide/pyodide

  • Rewrite Sympy in rust
    2 projects | /r/rust | 11 Nov 2023
    If you absolutely need something comparable to Sympy, then one option might be to figure out how to best call Sympy from Rust. e.g. - RustPython, although it seems like Sympy isn't supported yet - Pyodide, and figuring out how to run it outside of a web browser. Probably also not very easy. - PyPy, and having a pretty simple Python binary for every platform - ...
  • IT department refuses to let me install Python and other programs/languages I need for my job.
    2 projects | /r/webdev | 19 Jun 2023
    For running programming languages other than JavaScript in the browser there is Emscripten and WebAssembly. There is v86, where a Linux build is compiled to WASM. Folks have written QuickJS into a Linux build compiled to WASM, Node.js into the Linux buildroot https://github.com/cemalgnlts/now, so Python or CPython can be written to the image and loaded into the browser as WASM as well https://github.com/pyodide/pyodide.
  • Python CLI Live Demo?
    1 project | /r/learnpython | 31 May 2023
  • Graphs in Python web app
    5 projects | /r/Python | 28 Mar 2023
    There's a Python runtime that runs on WebAssembly (https://github.com/pyodide/pyodide). I have no idea what it's like, I've never used it.
  • Sunday Daily Thread: What's everyone working on this week?
    7 projects | /r/Python | 25 Mar 2023
    Still in a quest to provide some tooling to quickly compose documentation websites: https://github.com/synw/docdundee . As I have tons of libs to document and was tired of managing restructured language for readthedocs I started with this, and now it has executable Python examples in the frontend via a Pyodide wrapper composable: usePython
  • Introducing scikit-learn-ts: A powerful machine learning library for TS, auto-generated and powered by Python's #1 ML library
    3 projects | /r/typescript | 13 Mar 2023
    This project's brand new and a lil hacky, but I've already reached out to the scikit-learn team, and they recommended that I experiment with using Pyodide as an alternative backend for the Python bridge.

What are some alternatives?

When comparing hal9ai and pyodide you can also consider the following projects:

arquero - Query processing and transformation of array-backed data tables.

brython - Brython (Browser Python) is an implementation of Python 3 running in the browser

blockly - The web-based visual programming editor.

pyscript - Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

starboard-notebook - In-browser literate notebooks

RustPython - A Python Interpreter written in Rust

gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

streamlit - Streamlit — A faster way to build and share data apps.

ml5-library - Friendly machine learning for the web! 🤖

Transcrypt - Python 3.9 to JavaScript compiler - Lean, fast, open! -

regression-js - Curve Fitting in JavaScript.

PyWebIO - Write interactive web app in script way.