tractjs VS run-wasm

Compare tractjs vs run-wasm and see what are their differences.

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tractjs run-wasm
1 1
75 470
- 0.4%
0.0 3.6
about 2 years ago almost 3 years ago
Rust TypeScript
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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tractjs

Posts with mentions or reviews of tractjs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-26.
  • Run WASM, a client side Python runtime
    3 projects | news.ycombinator.com | 26 Sep 2021
    Tensorflow (and by extension Keras) offload most of the actual work to C++ or C, so having those compile to WebAssembly would (I imagine) be a herculean effort.

    Instead, The TF team maintains TFJS, which can run on WebAssembly[0].

    There are also tractjs[1], and onnyxjs[2], both of which allow you to run (most) ONNX models (which is an open standard for specifying ML models) using WebAssembly and WebGL(only onnyxjs supports WebGL). A bunch of frameworks (caffe, pytorch, TF) support exporting to/importing from ONNX.

    [0] https://blog.tensorflow.org/2020/03/introducing-webassembly-...

    [1] https://github.com/bminixhofer/tractjs

    [2] https://github.com/microsoft/onnxjs

run-wasm

Posts with mentions or reviews of run-wasm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-26.

What are some alternatives?

When comparing tractjs and run-wasm you can also consider the following projects:

neuronika - Tensors and dynamic neural networks in pure Rust.

onnxjs - ONNX.js: run ONNX models using JavaScript

onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)

wasup - A zero-dependency, isomorphic library for emitting WebAssembly

tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

video-transcoder - Android app for video and audio transcoder, based on FFmpeg

steelix - Your one stop CLI for ONNX model analysis.

vite-plugin-rsw - 🦞 wasm-pack plugin for Vite

kosmonaut - A web browser engine for the space age :rocket:

hunspell-asm - WebAssembly based Javascript bindings for hunspell spellchecker

tensorjs - Deep learning for the Web

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Nutrient - The #1 PDF SDK Library
Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
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