tractjs VS feca

Compare tractjs vs feca 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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feca

A web browser prototype. (by dontpanic92)
Browser browserengine Rust
Source Code
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tractjs feca
1 1
76 12
- -
0.0 5.3
over 1 year ago 9 months 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.
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.

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

feca

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

What are some alternatives?

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

neuronika - Tensors and dynamic neural networks in pure Rust.

rookie - Load cookies from your web browsers

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

Servo - Servo, the embeddable, independent, memory-safe, modular, parallel web rendering engine

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

extism - The framework for building with WebAssembly (wasm). Easily load wasm modules, move data, call functions, and build extensible apps.

onnxjs - ONNX.js: run ONNX models using JavaScript

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

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

autograph - Machine Learning Library for Rust

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

steelix - Your one stop CLI for ONNX model analysis.

tractjs vs neuronika feca vs rookie tractjs vs run-wasm feca vs Servo tractjs vs kosmonaut feca vs extism tractjs vs onnxjs tractjs vs onnxruntime-rs tractjs vs tract tractjs vs autograph tractjs vs dpar tractjs vs steelix