icpts
TypeScript implementation of iterative closest point (ICP) for point cloud registration (by Yyassin)
webgpu-blas
Fast matrix-matrix multiplication on web browser using WebGPU (by milhidaka)
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| icpts | webgpu-blas | |
|---|---|---|
| 1 | 3 | |
| 3 | 98 | |
| - | - | |
| 5.8 | 4.8 | |
| 10 months ago | 4 months ago | |
| TypeScript | 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.
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.
icpts
Posts with mentions or reviews of icpts.
We have used some of these posts to build our list of alternatives
and similar projects.
-
ICP Demo with R3F
Code is here if anyone is interested.
webgpu-blas
Posts with mentions or reviews of webgpu-blas.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-06.
-
Chrome Ships WebGPU
Looks like no -- there appears to be no tensor core or similar support and this SGEMM (fp32 matrix multiply) benchmark gets awful results (my laptop gets 330gflops on this when it should be capable of 13000 gflops).
https://github.com/milhidaka/webgpu-blas
-
Modern JavaScript:Everything you missed over the last 10 years(ECMAScript 2020)
I think you will be interested to read this article about the future of data programming in JavaScript (http://benschmidt.org/post/2020-01-15/2020-01-15-webgpu/).
I do think that this kind of thing will be able to be built on top of WebGPU (I saw this experimental POC that did so recently: https://github.com/milhidaka/webgpu-blas). The only issue is that since JavaScript doesn't support operator overloading, the code might be a little less readable.
- JavaScript for Data Science
What are some alternatives?
When comparing icpts and webgpu-blas you can also consider the following projects:
vector - A linear algebra library for TypeScript and JavaScript
numjs - Like NumPy, in JavaScript
pcl.js - ☁️ ⚡ Point Cloud Library (PCL) for browser, powered by WebAssembly.｜在浏览器运行的点云库 (PCL)，由 WebAssembly 提供支持。
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