Rust Rust-bio Resources

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

MANTA NODE This repo is a fresh FRAME-based Substrate node, forked from substrate-developer-hub/substrate-node-templte 🚀 It links to pallet-manta-dap

morse2sound 🎵 A CLI which converts morse code to sound Big shoutout to Br1ght0ne for guiding me how to use Rust on stream

Areo Aero is a new modern, unix based operating system written in Rust and is being developed for educational purposes. Aero follows the monolithic ke

tfrecord-rust The crate provides the functionality to serialize and deserialize TFRecord data format from TensorFlow. Features Provide both high level

Rayon Rayon is a data-parallelism library for Rust. It is extremely lightweight and makes it easy to convert a sequential computation into a parallel

Rust DataFrame A dataframe implementation in Rust, powered by Apache Arrow. What is a dataframe? A dataframe is a 2-dimensional tabular data structure

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

Visual Odometry in Rust (vors) This repository provides both a library ("crate" as we say in Rust) named visual-odometry-rs, (shortened vors) and a bi

Rust CV Rust CV is a project to implement computer vision algorithms, abstractions, and systems in Rust. #[no_std] is supported where possible. Docume

Rustface SeetaFace detection library for the Rust programming language Example of demo program output SEETAFACE C++ – Github repository for the origin

🎨 texture-synthesis A light Rust API for Multiresolution Stochastic Texture Synthesis [1], a non-parametric example-based algorithm for image generat

RustBERTa-SNLI A Rust implementation of a RoBERTa classification model for the SNLI dataset, with support for fine-tuning, predicting, and serving. Th

BlingFire in Rust blingfire is a thin Rust wrapper for the BlingFire tokenization library. Add the library to Cargo.toml to get started cargo add blin

lumberjack Read and process constituency trees in various formats. Install: From crates.io: cargo install lumberjack-utils From GitHub: cargo install

Rust SBert Rust port of sentence-transformers using rust-bert and tch-rs. Supports both rust-tokenizers and Hugging Face's tokenizers. Supported model

word2vec Rust interface to word2vec word vectors. This crate provides a way to read a trained word vector file from word2vec. It doesn't provide model

Warning: sticker is succeeded by SyntaxDot, which supports many new features: Multi-task learning. Pretrained transformer models, suchs as BERT and XL

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

vtext NLP in Rust with Python bindings This package aims to provide a high performance toolkit for ingesting textual data for machine learning applica

finalfrontier Introduction finalfrontier is a Rust program for training word embeddings. finalfrontier currently has the following features: Models: s

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

Introduction finalfusion is a crate for reading, writing, and using embeddings in Rust. finalfusion primarily works with its own format which supports

rs-natural Natural language processing library written in Rust. Still very much a work in progress. Basically an experiment, but hey maybe something c

aho-corasick A library for finding occurrences of many patterns at once with SIMD acceleration in some cases. This library provides multiple pattern s

nlprule A fast, low-resource Natural Language Processing and Error Correction library written in Rust. nlprule implements a rule- and lookup-based app

Snips NLU Rust Installation Add it to your Cargo.toml: [dependencies] snips-nlu-lib = { git = "https://github.com/snipsco/snips-nlu-rs", branch = "mas

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

Table of Contents What does this library do? Why does this library exist? Which languages are supported? How good is it? Why is it better than other l

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

Rust bindings for TensorFlow Lite This crates provides TensorFlow Lite APIs. Please read the API documentation on docs.rs Using the interpreter from a

Fwumious Wabbit is a very fast machine learning tool built with Rust inspired by and partially compatible with Vowpal Wabbit (much love! read more abo

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

crfsuite-rs Rust binding to crfsuite Installation Add it to your Cargo.toml: [dependencies] crfsuite = "0.3" Add extern crate crfsuite to your crate r

kodama This crate provides a fast implementation of agglomerative hierarchical clustering. This library is released under the MIT license. The ideas a

HAL : Hyper Adaptive Learning Rust based Cross-GPU Machine Learning. Why Rust? This project is for those that miss strongly typed compiled languages.

Rustml Rustml is a library for doing machine learning in Rust. The documentation of the project with a descprition of the modules can be found here. F

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

RSRL (api) Reinforcement learning should be fast, safe and easy to use. Overview rsrl provides generic constructs for reinforcement learning (RL) expe

Peroxide Rust numeric library contains linear algebra, numerical analysis, statistics and machine learning tools with R, MATLAB, Python like macros. W

Juice This is the workspace project for juice - machine learning frameworks for hackers coaster - underlying math abstraction coaster-nn coaster-blas

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

Ballista: Distributed Compute Platform Overview Ballista is a distributed compute platform primarily implemented in Rust, powered by Apache Arrow. It

Weld Documentation Weld is a language and runtime for improving the performance of data-intensive applications. It optimizes across libraries and func

Wactor WASM actor system based on lunatic. Actors run on isolated green threads. They cannot share memory, and communicate only through input and outp

Lighthouse VR Lighthouse power state management in Rust Windows and Linux binaries available here Usage SteamVR v1: lighthouse [on|off] [BSID] lightho

The full ECS (Entity-Component-System) library. Support an Open Source Developer! ♥️ Composed of two smaller libraries: world_dispatcher: the System p

libretranslate-rs A LibreTranslate API for Rust. libretranslate = "0.2.4" libretranslate allows you to use open source machine translation in your pr

sonde sonde is a library to compile USDT probes into a Rust library, and to generate a friendly Rust idiomatic API around it. Userland Statically Defi

ShaderRoy ShaderToy clone in Rust, currently supporting MacOS. Features cargo run rust project dir displays a single macOS window filled with a Meta

erd-rs Rust CLI tool for creating entity-relationship diagrams from plain text markup. Based on erd (uses the same input format and output rendering).

hyperswarm-rs Peer to peer networking stack API Docs | Contributing NOTE: This is still in early stages. See the roadmap below. Please feel free to op

Fast Hilbert Fast Hilbert 2D curve computation using an efficient Lookup Table (LUT). Convert from discrete 2D space to 1D hilbert space and reverse V

shorty High-performance link shortener written in Rust 💾 Hosting In addition to being easy to build from source, shorty is available as a Docker imag

kafka-delta-ingest The kafka-delta-ingest project aims to build a highly efficient daemon for streaming data through Apache Kafka into Delta Lake. Thi

oci-lib Oci-Spec for your container runtime or container registry. Oci-lib is a rust port for original oci spec written in go. Following crate contain

Multi functional app to find duplicates, empty folders, similar images etc.

tetris.rs This is the classic tetris game I wrote to have a bit of fun with Rust. Installation and playing cargo install --

Rust serialization benchmark The goal of these benchmarks is to provide thorough and complete benchmarks for various rust serialization frameworks. Th

MiniWASM - A minimalist Rust WebAssembly project template This is a minimal Rust-powered WebAssembly application template. It was designed to showcase

This is a repo of small programs, proof of concepts, or templates written in Rust that relate in some way to hacking and/or CTF. I think Rust is real

FFMPEG crate for WebAssembly/WASI This crate bundles FFMPEG's libraries, precompiled for WebAssembly. No native installation required. Compatible with

Host Identity Protocol for bare-metal systems, using Rust I've been evaluating TLS replacements in constrained environments for a while now. Embedded

RiteLinked -- HashMap-like containers that hold their key-value pairs in a user controllable order RiteLinked provides more up to date versions of Lin

Arrow2: Transmute-free Arrow This repository contains a Rust library to work with the Arrow format. It is a re-write of the official Arrow crate using

sonde sonde is a library to compile USDT probes into a Rust library, and to generate a friendly Rust idiomatic API around it. Userland Statically Defi

Trup, but Rust! A Discord bot for the Unixporn community Now written in a good language! Dependencies Rust nightly sqlx-cli (if you need to change the

Sorceress A Rust environment for sound synthesis and algorithmic composition, powered by SuperCollider. Overview Sorceress is a Rust crate that provid

pipes-rs An over-engineered rewrite of pipes.sh in Rust Installlation macOS Install using Homebrew or download manually from releases. $ brew install

maple A VDOM-less web library with fine-grained reactivity. Getting started The recommended build tool is Trunk. Start by adding maple-core to your Ca

RedisTree is a Redis module that implements Polytree as a native data type. It allows creating,locating,pushing and detaching tree from Redi

Move Links CLI utility to move (or rename) your files to a new location and redirect all of its symbolic links, to the new path (or name). Usage execu

PasteMyst.RS pastemyst-rs is an api wrapper for pastemyst written in Rust. ⚠ This package is under development ⚠ Sample usage To get a paste from past

Projective Geometric Algebra This library is a Rust code generator, generating the mathematics you need for a geometric algebra library. I made it mos

Galois Introduction Galois is an extremely high performance matching engine written in Rust, typically used for the crypto currency exchange service.

⋰·⋰ Feeless What is Feeless? Feeless is a Nano cryptocurrency node, wallet, tools, and Rust crate. This is not the official project for Nano, only an

A 4X style camera for bevy. Demo Default Key Bindings: W / A / S / D / Arrow Keys / Mouse Left - Move along the horizontal plane Q / E / Mouse Right -

m1saka Some WIP payload in Rust running on M1. Project informations The aim of this payload is to provide exploration capabilities while providing a s

😳 etheryal Kernel etheryal kernel is an Open Source capability-based Kernel written in the Rust programming language. The kernel allows implementing

crfs-rs Pure Rust port of CRFsuite: a fast implementation of Conditional Random Fields (CRFs) Currently only support prediction, model training is not

Crabzilla Crabzilla provides a simple interface for running JavaScript modules alongside Rust code. Example use crabzilla::*; use std::io::stdin; #[i

Operating System development tutorials in Rust on the Raspberry Pi

Alacritty is a modern terminal emulator that comes with sensible defaults, but allows for extensive configuration. By integrating with other applications, rather than reimplementing their functionality, it manages to provide a flexible set of features with high performance. The supported platforms currently consist of BSD, Linux, macOS and Windows.

Bloom The all-in-one private workspace Try it for free! You no longer trust tech monopolies with your data? You are done with your privacy invaded by

Valheim Docker If you are looking for a guide on how to get started click here Mod Support! It is supported to launch the server with BepInEx but!!!!!

vas-quod A tiny minimal container runtime written in Rust. The idea is to support a minimal isolated containers without using existing runtimes, vas-q

Rust-SQLite (SQLRite) Rust-SQLite, aka SQLRite , is a simple embedded database modeled off SQLite, but developed with Rust. The goal is get a better u

Similar: A Diffing Library Similar is a dependency free crate for Rust that implements different diffing algorithms and high level interfaces for it.

Black Hat Rust - Early Access Deep dive into offensive security with the Rust programming language Buy the book now! Summary Whether in movies or main

starlight Starlight is a JS engine in Rust which focuses on performance rather than ensuring 100% safety of JS runtime. Features Bytecode interpreter