altius VS tractjs

Compare altius vs tractjs and see what are their differences.

altius

Small ONNX inference runtime written in Rust (by maekawatoshiki)
deep-neural-networks Onnx Rust WASM
Source Code
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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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altius tractjs
3 1
87 76
- -
8.7 0.0
2 days ago over 1 year ago
Rust Rust
MIT License 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.

altius

Posts with mentions or reviews of altius. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-20.

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 altius and tractjs you can also consider the following projects:

steelix - Your one stop CLI for ONNX model analysis.

neuronika - Tensors and dynamic neural networks in pure Rust.

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

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

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

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

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

onnxjs - ONNX.js: run ONNX models using JavaScript

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

autograph - Machine Learning Library for Rust

dpar - Neural network transition-based dependency parser (in Rust)

altius vs steelix tractjs vs neuronika altius vs tract tractjs vs run-wasm altius vs wonnx tractjs vs kosmonaut altius vs tract tractjs vs onnxjs tractjs vs onnxruntime-rs tractjs vs tract tractjs vs autograph tractjs vs dpar