tractjs VS steelix

Compare tractjs vs steelix and see what are their differences.

tractjs

Run ONNX and TensorFlow inference in the browser. (by bminixhofer)
Onnx tensorflow-inference Machine Learning Rust neural-networks WASM Browser
Source Code
bminixhofer.github.io
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steelix

Your one stop CLI for ONNX model analysis. (by FL33TW00D)
flops-counter Machine Learning Onnx Visualization
Source Code
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tractjs steelix
1 2
76 36
- -
0.0 10.0
over 1 year ago over 1 year ago
Rust Rust
GNU General Public License v3.0 or later 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.
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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.

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

steelix

Posts with mentions or reviews of steelix. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

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

neuronika - Tensors and dynamic neural networks in pure Rust.

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

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

blindai - Confidential AI deployment with secure enclaves :lock:

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

altius - Small ONNX inference runtime written in Rust

onnxjs - ONNX.js: run ONNX models using JavaScript

tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]

ortex - ONNX Runtime bindings for Elixir

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

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

tractjs vs neuronika steelix vs onnxruntime-rs tractjs vs run-wasm steelix vs blindai tractjs vs kosmonaut steelix vs altius tractjs vs onnxjs steelix vs tract tractjs vs onnxruntime-rs steelix vs ortex tractjs vs tract steelix vs wonnx