Top 10 Rust neural-network Projects

tract

20 2,046 9.8 Rust

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.

neuronika

19 1,033 0.0 Rust

Tensors and dynamic neural networks in pure Rust.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
autograph

5 298 9.2 Rust

Machine Learning Library for Rust
jiro-nn

2 118 8.5 Rust

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

3 114 0.0 Rust

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

Project mention: Examine individual neurons of a small neural network in the browser | news.ycombinator.com | 2023-05-10

smolrsrwkv

6 90 5.6 Rust

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

1 76 0.0 Rust

Run ONNX and TensorFlow inference in the browser.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
dpar

0 41 3.2 Rust

Neural network transition-based dependency parser (in Rust)
rust-flappy-bird-ai

1 31 3.2 Rust

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

Project mention: AI learns to play flappy bird (code in comments) | /r/rust | 2023-04-22

Repository: https://github.com/bones-ai/rust-flappy-bird-ai

smarty_pants

1 3 0.0 Rust

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). The latest post mention was on 2023-07-10.