tractjs

Run ONNX and TensorFlow inference in the browser. (by bminixhofer)

Tractjs Alternatives

Similar projects and alternatives to tractjs

  1. neuronika

    Tensors and dynamic neural networks in pure Rust.

  2. Nutrient

    Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers. Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.

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  3. onnxruntime-rs

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

  4. run-wasm

    1 tractjs VS run-wasm

    Run WASM based code executions in the browser easily

  5. tract

    20 tractjs VS tract

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

  6. onnxjs

    3 tractjs VS onnxjs

    Discontinued ONNX.js: run ONNX models using JavaScript

  7. steelix

    Your one stop CLI for ONNX model analysis.

  8. kosmonaut

    A web browser engine for the space age :rocket:

  9. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  10. autograph

    A machine learning library for Rust.

  11. feca

    A web browser prototype.

  12. altius

    Small ONNX inference runtime written in Rust

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better tractjs alternative or higher similarity.

tractjs discussion

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tractjs reviews and mentions

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

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Basic tractjs repo stats
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75
0.0
about 2 years ago

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Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
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