tract VS tractjs

Compare tract vs tractjs and see what are their differences.

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tract tractjs
20 1
2,322 75
2.0% -
9.9 0.0
3 days ago about 2 years ago
Rust Rust
Apache 2.0/MIT GNU General Public License v3.0 or later
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.

tract

Posts with mentions or reviews of tract. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-03.

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

What are some alternatives?

When comparing tract and tractjs you can also consider the following projects:

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

neuronika - Tensors and dynamic neural networks in pure Rust.

wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web

bevy_webgl2 - WebGL2 renderer plugin for Bevy game engine

run-wasm - Run WASM based code executions in the browser easily

linfa - A Rust machine learning framework.

steelix - Your one stop CLI for ONNX model analysis.

MTuner - MTuner is a C/C++ memory profiler and memory leak finder for Windows, PlayStation 3/4/5, Nintendo Switch, Android and other platforms

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

gamma - Computational graphs with reverse automatic differentation in the GPU

onnxjs - ONNX.js: run ONNX models using JavaScript

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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