Rust neural-networks

Open-source Rust projects categorized as neural-networks

Top 11 Rust neural-network Projects

neural-networks
  • tract

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

    Project mention: Are there any ML crates that would compile to WASM? | /r/rust | 2023-07-03

    Tract is the most well known ML crate in Rust, which I believe can compile to WASM - https://github.com/sonos/tract/. Burn may also be useful - https://github.com/burn-rs/burn.

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  • neuronika

    Tensors and dynamic neural networks in pure Rust.

  • autograph

    A machine learning library for Rust.

  • jiro-nn

    A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

    Project mention: Deep Learning in Rust with my own framework focusing on ergonomics | dev.to | 2023-07-10

    With jiro-nn just rely on auto-complete and keep your sanity while following this King County houses sales regression workflow example using a Deep Neural Network:

  • neural-network-from-scratch

    A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

  • smolrsrwkv

    A relatively basic implementation of RWKV in Rust written by someone with very little math and ML knowledge. Supports 32, 8 and 4 bit evaluation. It can also directly load PyTorch RWKV models.

  • tractjs

    Run ONNX and TensorFlow inference in the browser.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • anansi

    open source tooling for AI search and understanding (by infrawhispers)

  • dpar

    Neural network transition-based dependency parser (in Rust)

  • rust-flappy-bird-ai

    AI learns to play flappy bird using neuro-evolution, implemented in Rust using macroquad

  • smarty_pants

    A light wheight Neural Network library with a focus on ease of use and speed.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Rust neural-networks related posts

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  • onnxruntime

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  • Neural networks - what crates to use?

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  • Serving ML at the Speed of Rust

    1 project | news.ycombinator.com | 23 Jun 2022
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    www.influxdata.com | 23 Jun 2024
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Index

What are some of the best open-source neural-network projects in Rust? This list will help you:

Project Stars
1 tract 2,113
2 neuronika 1,033
3 autograph 304
4 jiro-nn 120
5 neural-network-from-scratch 114
6 smolrsrwkv 92
7 tractjs 76
8 anansi 48
9 dpar 42
10 rust-flappy-bird-ai 32
11 smarty_pants 3

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