cjlin1 / libsvm

LIBSVM -- A Library for Support Vector Machines
https://www.csie.ntu.edu.tw/~cjlin/libsvm/
BSD 3-Clause "New" or "Revised" License
4.55k stars 1.64k forks source link

libsvm-js #110

Open stropitek opened 6 years ago

stropitek commented 6 years ago

Hello,

First thanks a lot for the awesome libsvm library!

I'd like to share here that I've created a port of libsvm for javascript. It's the only library on npm that allows libsvm to be used in the browser. The project (link) is part of the mljs organization on github.

Features

If you think the project is worth it, I'd really appreciate if you could add it to the list of "Interfaces and extensions" on your home page.

Looking forward to your feedback!

cjlin1 commented 6 years ago

Many thanks and it's linked from libsvm page. Daniel Kostro writes:

Hello,

First thanks a lot for the awesome libsvm library!

I'd like to share here that I've created a port of libsvm for javascript. It's the only library on npm that allows libsvm to be used in the browser. The project (link) is part of the mljs organization on github.

Features

  • Provides a documented javascript interface for most libsvm core library features (those that are missing, like probabilities will be added soon)
  • Provides 2 builds, one in asm (a subset of js) and another in Webassembly (a language designed for porting native code to the web) for compatibility with a wide range of browsers.
  • A playground demo page (inspired by your home page toy example)
  • Some benchmarks to compare the performance of JS vs native, and to compare performance across browsers.

If you think the project is worth it, I'd really appreciate if you could add it to the list of "Interfaces and extensions" on your home page.

Looking forward to your feedback!

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stropitek commented 6 years ago

Thanks! :tada: