Rust Deep-neural-network Resources

Note to readers: On December 1, 2020, the Libra Association was renamed to Diem Association. The project repos are in the process of being migrated. A

Mushin: Compile-time creation of neural networks Mushin is a Japanese term used in martial arts that refers to the state of mind obtained by practice.

Fast Paths The most famous algorithms used to calculate shortest paths are probably Dijkstra's algorithm and A*. However, shortest path calculation ca

GAMMA Compile-time creation of neural networks with Rust Description This is for now just a showcase project of what can be done with const generics i

innernet A private network system that uses WireGuard under the hood. See the announcement blog post for a longer-winded explanation. innernet is simi

Alfis Alternative Free Identity System This project represents a minimal blockchain without cryptocurrency, capable of sustaining any number of domain

Secret-Monero-Bridge A value transfer bridge between the Monero blockchain and the Secret Network. Proof-of-Concept Video Demonstration: https://ipfs.

DeepFrog - NLP Suite Introduction DeepFrog aims to be a (partial) successor of the Dutch-NLP suite Frog. Whereas the various NLP modules in Frog wre b

dpar Introduction dpar is a neural network transition-based dependency parser. The original Go version can be found in the oldgo branch. Dependencies

rust-tokenizers Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigra

NNSplit A tool to split text using a neural network. The main application is sentence boundary detection, but e. g. compound splitting for German is a

rust-bert Rust native Transformer-based models implementation. Port of Hugging Face's Transformers library, using the tch-rs crate and pre-processing

fann-rs Rust wrapper for the Fast Artificial Neural Network (FANN) library. This crate provides a safe interface to FANN on top of the low-level bindi

revonet Rust implementation of real-coded genetic algorithm for solving optimization problems and training of neural networks. The latter is also know

PROPHET - Neural Network Library Linux Windows Codecov Coveralls Docs Crates.io A simple neural net implementation written in Rust with a focus on cac

rust-dl-webserver This project provides an example of serving a deep learning model with batched prediction using Rust. In particular it runs a GPT2 m

Cogent A note I continue working on GPU stuff, I've made some interesting things there, but ultimately it made me realise this is far too monumental a

autograph Machine Learning Library for Rust undergoing maintenance Features Portable accelerated compute Run SPIR-V shaders on GPU's that support Vulk

NeuroFlow is fast neural networks (deep learning) Rust crate. It relies on three pillars: speed, reliability, and speed again. Hello, everyone! Work o

Alumina An experimental deep learning library written in pure rust. Breakage expected on each release in the short term. See mnist.rs in examples or R

deeplearn-rs Deep learning in Rust! This is my first shot at this. It's mostly just a proof of concept right now. The API will change. Status We have

RustNN An easy to use neural network library written in Rust. Crate Documentation Description RustNN is a feedforward neural network library. The libr

The Enzyme High-Performance Automatic Differentiator of LLVM Enzyme is a plugin that performs automatic differentiation (AD) of statically analyzable

Sonos' Neural Network inference engine. This project used to be called tfdeploy, or Tensorflow-deploy-rust. What ? tract is a Neural Network inference

autograd Differentiable operations and tensors backed by ndarray. Motivation Machine learning is one of the field where Rust lagging behind other lang

xaynet Xaynet: Train on the Edge with Federated Learning Want a framework that supports federated learning on the edge, in desktop browsers, integrate

Open Deep Learning Compiler Stack Documentation | Contributors | Community | Release Notes Apache TVM is a compiler stack for deep learning systems. I

Nethoscope Employ your built-in wetware pattern recognition and signal processing facilities to understand your network traffic. Check video on how it

SNOCAT Streaming Network Overlay Connection Arbitration Tunnel snocat is a framework for forwarding streams across authenticated, encrypted QUIC tunne

FeoBlog FeoBlog is a distributed blogging platform. It takes a lot of its inspiration from Mastodon and Scuttlebutt. It aims to solve a couple of prob

quiche is an implementation of the QUIC transport protocol and HTTP/3 as specified by the IETF. It provides a low level API for processing QUIC packet

protocol Documentation Easy protocol definitions in Rust. This crate adds a custom derive that can be added to types, allowing structured data to be s

netsim - A Rust library for network simulation and testing (currently linux-only). netsim is a crate for simulating networks for the sake of testing n

tch-rs Rust bindings for the C++ api of PyTorch. The goal of the tch crate is to provide some thin wrappers around the C++ PyTorch api (a.k.a. libtorc

Radiate Coming from Evolutionary Radiation. Evolutionary radiation is a rapid increase in the number of species with a common ancestor, characterized

revonet Rust implementation of real-coded genetic algorithm for solving optimization problems and training of neural networks. The latter is also know

sniffglue sniffglue is a network sniffer written in rust. Network packets are parsed concurrently using a thread pool to utilize all cpu cores. Projec

rshijack tcp connection hijacker, rust rewrite of shijack from 2001. This was written for TAMUctf 2018, brick house 100. The target was a telnet serve

badtouch badtouch is a scriptable network authentication cracker. While the space for common service bruteforce is already very well saturated, you ma

Phala Blockchain Phala Network is a TEE-Blockchain hybrid architecture implementing Confidential Contract. This repo includes: node/: the main blockch

Nervos CKB - The Common Knowledge Base master develop About CKB CKB is the layer 1 of Nervos Network, a public/permissionless blockchain. CKB uses Pro

Note to readers: On December 1, 2020, the Libra Association was renamed to Diem Association. The project repos are in the process of being migrated. A