regression-js VS hal9ai

Compare regression-js vs hal9ai and see what are their differences.


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regression-js hal9ai
2 22
927 122
- -
0.0 -22.7
over 1 year ago 9 months ago
JavaScript TypeScript
MIT 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.


Posts with mentions or reviews of regression-js. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-09.
  • Data Science with JavaScript: What we've learned so far?
    7 projects | | 9 Sep 2021
  • Hal9: Data Science with JavaScript
    4 projects | /r/datascience | 9 Sep 2021
    Modeling: We are currently exploring this space so our findings are not final yet but let me share what we've found so far. TensorFlow.js is absolutely amazing, it provides a native port from TensorFlow to JavaScript with CPU, WebGL, WebAssembly and NodeJS backends. We were able to write an LSTM to do time series prediction, so far so good. However, we started hitting issues when we started to do simpler models, like a linear regression. We tried Regression.js but we found it falls short, so we wrote our own script to handle single-variable regressions using TF.js and gradient decent. It actually worked quite well but exposed a flaw in this approach; basically, there is a lot of work to be done to bring many models into the web. We also found out Arquero.js does not play nicely with TF.js since well, Arquero.js does not support tensors; so we went on to explore Danfo.js, which integrates great with TF.js but we found out it's hard to scale it's transformations to +1M rows and found other rough edges. Since then, well, we started exploring Pyodide and perhaps contributing to Danfo.js, or perhaps involve more server-side compute, but that will be a story for another time.


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 | | 5 Dec 2022
  • PyScript
    10 projects | | 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

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

  • Ask HN: Can you share websites that are pushing the utility of browsers forward?
    12 projects | | 15 May 2022 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 | | 13 Mar 2022
    If you want to build a web application on top of your ML project, give 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: and
  • PyFlow – visual and modular block programming in Python
    9 projects | | 31 Jan 2022
    We are working in 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

  • 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; we are about to release our beta version that makes this as easy as copy-pasting code. You can find me at javier at 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 to enable you to build React/Vue/Svelte/Angular apps against Python/R models. Want to send me an email to javier at to chat and help out?
  • Is BI dead? – On dismantling data's ship of Theseus
    2 projects | | 21 Sep 2021
    Would love to hear your feedback for -- 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 Cheers!

What are some alternatives?

When comparing regression-js and hal9ai you can also consider the following projects:

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

examples - TensorFlow examples

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

dplyr - dplyr: A grammar of data manipulation

blockly - The web-based visual programming editor.

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

starboard-notebook - In-browser literate notebooks

Keras - Deep Learning for humans

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

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