arquero VS hal9ai

Compare arquero vs hal9ai and see what are their differences.

arquero

Query processing and transformation of array-backed data tables. (by uwdata)

hal9ai

Hal9 — Data apps powered by code and LLMs [Moved to: https://github.com/hal9ai/hal9] (by hal9ai)
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arquero hal9ai
8 22
1,198 122
2.3% -
4.6 -22.7
about 2 months ago 10 months ago
JavaScript TypeScript
BSD 3-clause "New" or "Revised" License MIT License
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.

arquero

Posts with mentions or reviews of arquero. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-07.
  • Show HN: Matrices – explore, visualize, and share large datasets
    2 projects | news.ycombinator.com | 7 Dec 2023
    Hey HN, I'm excited to share a new side project I've been working on.

    The product is called Matrices. You can check it out here: https://matrices.com/.

    With Matrices, you can *explore*, *visualize*, and *share* large (100k rows) datasets–all without code. Filter data down to just what you want, visualize it with built-in charts, and share your results with one click.

    You can use it today (no login or waitlist or anything). Just copy and paste your data from a google sheet or CSV file.

    It's hard to describe the feeling of "gliding over data" you get with Matrices, so I'd rather *show* you how it works instead. This 75s video will give you a sense of how it works: https://www.youtube.com/watch?v=Rrh9_I3Ux8E.

    Data is stored locally in your browser until you publish it, though small sample does go to the OpenAI APIs for AI-assisted features.

    I started building Matrices because I wanted a tool that made it easy to explore new datasets. When I'm first trying to dig into data, I'll have one question... that leads to another... that will invariably lead to five more questions. It's sort of a fractal process, and I couldn't find many good options that were fast, responsive, and visual.

    I figured this crowd would be interested in tech stack as well, it's using arquero [1] bindings over apache arrow for in-memory analytics, and visx [2] for visualizations. I'd like to add duckdb-wasm support at some point to open up a wider set of databases. Data is serialized as parquet to save a bit on bandwidth + storage.

    Give it a spin, and let me know what you think. This is my first 'serious frontend project' so I appreciate any and all feedback and bug reports. Feel free to comment here (I'll be around most of the day), or shoot me a note: [email protected]

    [1]: https://uwdata.github.io/arquero/

  • Goodbye, Node.js Buffer
    15 projects | news.ycombinator.com | 24 Oct 2023
    https://github.com/uwdata/arquero
  • Arquero is a JavaScript library for query processing and transformation of array-backed data tables
    1 project | /r/programming | 24 Jul 2022
  • Arquero – data tables wrangling in JavaScript
    1 project | news.ycombinator.com | 22 Jul 2022
  • Hal9: Data Science with JavaScript
    4 projects | /r/datascience | 9 Sep 2021
    Transformations: We found out that JavaScript in combination with D3.js has a pretty decent set of data transformation functions; however, it comes nowhere near to Pandas or dplyr. We found out about Tidy.js quite early, loved it, and adopted it. The combination of Tidy.js and D3.js and Plot.js is absolutely amazing for visualizations and data wrangling with small datasets, say 10-100K rows. We were very happy with this for a while; however, once you move away from visualizations into real-world data analysis, we found out 100K rows restrictive, which gets worse when having 100 or 1K columns. So we switched gears and started using Arquero.js, which happens to be columnar and enabled us to process +1M rows in the browser, descent size for real-world data analysis.
  • Arquero – Query processing and transformation of array-backed data tables
    1 project | news.ycombinator.com | 16 Feb 2021
  • Apache Arrow 3.0.0 Release
    10 projects | news.ycombinator.com | 3 Feb 2021
    Take a look at the arquero library from a research group at University of Washington (the same group that D3 came out of). https://github.com/uwdata/arquero

hal9ai

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!

What are some alternatives?

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

perspective - A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

blockly - The web-based visual programming editor.

regression-js - Curve Fitting in JavaScript.

starboard-notebook - In-browser literate notebooks

arrow-julia - Official Julia implementation of Apache Arrow

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

cylon - Cylon is a fast, scalable, distributed memory, parallel runtime with a Pandas like DataFrame.

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

vega-loader-arrow - Data loader for the Apache Arrow format.