gpu.js
Brain.js
gpu.js | Brain.js | |
---|---|---|
9 | 13 | |
14,959 | 14,195 | |
0.3% | 0.3% | |
0.0 | 5.7 | |
2 months ago | 2 months ago | |
JavaScript | TypeScript | |
MIT License | MIT License |
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.
gpu.js
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Deep Learning in JavaScript
You might already be familiar, but a GPU.js backend can provide some speedups via good old WebGL -- no need for WebGPU just yet!
[0]: https://github.com/gpujs/gpu.js/
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Show HN: Shadeup – A language that makes WebGPU easier
Very cool project.
I learned WebGL three years ago but before I dove into the underlying concepts I used GPU.js [1] to quickly prototype my project. Eventually, the abstraction prevented necessary performance optimizations so I switched to vanilla GLSL and these vanilla GLSL "shaders" were initially ejected from GPU.js.
Writing JS code then looking at the generated WebGPU output is a great way to get familiar with WebGPU. Thanks for this.
[1] https://github.com/gpujs/gpu.js/
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Gpu.js: GPU Accelerated JavaScript
I used this library on my project but I think it's no longer maintained. I PRed a fix for buggy atan2 over a year ago and no movement [1]. I do highly recommend it if you're a web developer interested in harnessing parallel processing.
[1] https://github.com/gpujs/gpu.js/pull/683
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Brain.js: GPU Accelerated Neural Networks in JavaScript
Thanks for pointing this out. I've submitted a PR to resolve this: https://github.com/gpujs/gpu.js/issues/757
That being said, if you're not building from source (you're running an LTS version of node on a supported platform), you don't need to worry about python or many of the build deps.
- GPU.js
- For what projects, Nodejs is an absolute No No?
Brain.js
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
Brain.js
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Gotta consider every possibility
One, Two, Three, and so on. ANYone does use JS for machine learning. Though that's unconventional, python is by far the leading language for ML. Maybe you meant to say "EVERYone"?
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Building a Basic Neural Network with Brain.js
for more details please check brain.js official documentation.
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Why do people curse JS so much, but also say it's better than Python
Brain.js: This is a library for training and deploying neural networks in JavaScript. It provides a simple and flexible API for building feedforward and recurrent networks.
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Picking a programming language
Next comes machine learning: thought you'd use python for that? Tensorflow? Wrong. You use brain.js for that. 😎
- Brain.js: GPU Accelerated Neural Networks in JavaScript
- Brain.js: GPU accelerated Neural networks in JavaScript (for Browsers and Node.js)
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Top 5 JavaScript Libraries for Machine Learning, Deep Learning
Brain.js
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Node.js Packages and Resources
Brain.js - Machine-learning framework.
What are some alternatives?
numjs - Like NumPy, in JavaScript
Bitcoin - Bitcoin Core integration/staging tree
headless-gl - 🎃 Windowless WebGL for node.js
Cytoscape.js - Graph theory (network) library for visualisation and analysis
math-clamp - Clamp a number
turf - A modular geospatial engine written in JavaScript and TypeScript
aladino - 🧞♂️ Your magic WebGL carpet
nsfwjs - NSFW detection on the client-side via TensorFlow.js
math-sum - Sum numbers
ipfs - IPFS implementation in JavaScript
ndarray - 📈 Multidimensional arrays for JavaScript
js-git - A JavaScript implementation of Git.