Rust neural-network

Open-source Rust projects categorized as neural-network
Edit details
Topics: Rust Machine Learning Deep Learning Tensor Pytorch
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
Sponsored

Top 13 Rust neural-network Projects

  • qdrant

    Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    Project mention: Ask HN: Has Anyone Trained a personal LLM using their personal notes? | news.ycombinator.com | 2024-04-03

    I'm currently looking to implement locally, using QDrant [1] for instance.

    I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].

    [1]. https://qdrant.tech/

  • burn

    Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

    Project mention: Transitioning From PyTorch to Burn | dev.to | 2024-02-14

    [package] name = "resnet_burn" version = "0.1.0" edition = "2021" [dependencies] burn = { git = "https://github.com/tracel-ai/burn.git", rev = "75cb5b6d5633c1c6092cf5046419da75e7f74b11", features = ["ndarray"] } burn-import = { git = "https://github.com/tracel-ai/burn.git", rev = "75cb5b6d5633c1c6092cf5046419da75e7f74b11" } image = { version = "0.24.7", features = ["png", "jpeg"] }

  • InfluxDB

    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.

  • tch-rs

    Rust bindings for the C++ api of PyTorch.

    Project mention: Tch-Rs | news.ycombinator.com | 2023-12-07

  • hora

    🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

    Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01

    We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!

  • dfdx

    Deep learning in Rust, with shape checked tensors and neural networks

    Project mention: Shape Typing in Python | news.ycombinator.com | 2024-04-13

  • asteroids-genetic

    Interactive AI training simuation

    Project mention: [Media] PID Controller Simulation in Rust: Self-balancing ball on a rolling cart | /r/rust | 2023-04-27

    Not that long, I tried to do some rustling exercises and followed some rust youtubers. There was something satisfying when I wrote the code in Rust lol. Then I made this project a few months ago after I felt confident enough with the basics.

  • shorelark

    Simulation of life & evolution

  • WorkOS

    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.

  • 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

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

  • miniboosts

    A collection of boosting algorithms written in Rust 🦀

    Project mention: What's everyone working on this week (17/2023)? | /r/rust | 2023-04-24

    Learning rust by creating MiniBoosts crate.

  • corgi

    A neural network, and tensor dynamic automatic differentiation implementation for Rust. (by patricksongzy)

  • Rust_RL

    A Reinforcement Learning / Neural Network library, written in Rust.

    Project mention: I made a Neural Network library from scratch in Rust trying to solve a regression problem for my university's ML course | /r/rust | 2023-04-23

    Nothing wrong with that! I also learned Rust while writing DL/RL algorithms: https://github.com/ZuseZ4/Rust_RL/

  • RustNet

    A rust API (and solid.js frontend) for a neural net (by RhydianJenkins)

    Project mention: What's everyone working on this week (20/2023)? | /r/rust | 2023-05-15

  • autograd-rs

    An autograd implementation in Rust

    Project mention: [R] Seeking Comprehensive Tutorials on "Under-the-Hood" Machine Learning Concepts | /r/MachineLearning | 2023-06-28
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 2024-04-13.

Rust neural-network related posts

Index

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

Project Stars
1 qdrant 17,718
2 burn 6,948
3 tch-rs 3,800
4 hora 2,552
5 dfdx 1,600
6 asteroids-genetic 221
7 shorelark 184
8 neural-network-from-scratch 114
9 miniboosts 25
10 corgi 23
11 Rust_RL 19
12 RustNet 0
13 autograd-rs 0

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com