Rust Machine-learning-algorithms Resources

Rurel Rurel is a flexible, reusable reinforcement learning (Q learning) implementation in Rust. Release documentation In Cargo.toml: rurel = "0.2.0"

REnforce Reinforcement library written in Rust This library is still in early stages, and the API has not yet been finalized. The documentation can be

txtai: AI-powered search engine for Rust txtai executes machine-learning workflows to transform data and build AI-powered text indices to perform simi

sbr An implementation of sequence recommenders based on the wyrm autdifferentiaton library. sbr-rs sbr implements efficient recommender algorithms whi

Corgi A neural network, and tensor dynamic automatic differentiation implementation for Rust. BLAS The BLAS feature can be enabled, and requires CBLAS

l2 • 🤖 A Pytorch-style Tensor+Autograd library written in Rust Installation • Contributing • Authors • License • Acknowledgements Made by Bilal Khan

rust-xgboost Rust bindings for the XGBoost gradient boosting library. Documentation Basic usage example: extern crate xgboost; use xgboost::{paramete

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

Orkhon: ML Inference Framework and Server Runtime Latest Release License Build Status Downloads Gitter What is it? Orkhon is Rust framework for Machin

DEPRECATED The RFC is closed and this has been merge into TVM. TVM Runtime Frontend Support This crate provides an idiomatic Rust API for TVM runtime

petgraph Graph data structure library. Supports Rust 1.41 and later. Please read the API documentation here Crate feature flags: graphmap (default) en

Rust Stemmers This crate implements some stemmer algorithms found in the snowball project which are compiled to rust using the rust-backend of the sno

RGeometry Computational Geometry in Rust! What is RGeometry? RGeometry is a collection of data types such as points, polygons, lines, and segments, an

geom3d Data structures and algorithms for 3D geometric modeling. Features: Bezier curve and surface B-Spline curve and surface Spin surface Sweep surf

Ruxnasm is an assembler for Uxntal — a programming language for the Uxn stack-machine by Hundred Rabbits. Ruxnasm strives to be an alternative to Uxnasm, featuring more user-friendly error reporting, warnings, and helpful hints, reminiscent of those seen in modern compilers for languages such as Rust or Elm.

vore is a virtual machine management tool focused on VFIO set ups. with a minimal TOML file you should be able to get you should be able to create a VFIO-focused VM.

This is a small command-line utility I wrote to help with browsing archived websites from the Wayback Machine, which can sometimes be pretty slow.

Tangram Tangram is an automated machine learning framework designed for programmers. Run tangram train to train a model from a CSV file on the command

jit from js Execute raw machine code from JavaScript. I hope you know what you're doing :) const inst = new Uint8Array([0xC3]); // ret const noop = ji

biodiff Compare binary files using alignment algorithms. What is this This is a tool for binary diffing. The tool is able to show two binary files sid

Hitbox is an asynchronous caching framework supporting multiple backends and suitable for distributed and for single-machine applications.

delaunator-rs A very fast static 2D Delaunay triangulation library for Rust. A port of Delaunator. Documentation Example use delaunator::{Point, trian

geo Geospatial Primitives, Algorithms, and Utilities The geo crate provides geospatial primitive types such as Point, LineString, and Polygon, and pro

geo Geospatial Primitives, Algorithms, and Utilities The geo crate provides geospatial primitive types such as Point, LineString, and Polygon, and pro

Vision Magic Collection of vision & graphics algorithms Paper | Demo | Docs Built with 🦀 by The Vision Cortex Research Group Impression Impression is

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

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

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

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

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

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

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

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

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

Orkhon: ML Inference Framework and Server Runtime Latest Release License Build Status Downloads Gitter What is it? Orkhon is Rust framework for Machin

Cleora Cleora is a genus of moths in the family Geometridae. Their scientific name derives from the Ancient Greek geo γῆ or γαῖα "the earth", and metr

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

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

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

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

learn-rust 这是一个分享Rust学习资料的在线学习网站 https://getrust.tech 📚 。 微信群二维码过期你可以添加我微信: AA996DD 目的是什么 ❓ 通过连载文章的形式帮助有一定其他语言编程基础的人快速学习和入门 Rust 内容包括 Rust 基础、内置库、web

java-2-times-faster-than-c An experiment showing double performance of the code running on JVM comparing to equivalent native C code ⚠️ The title of t

learn-wasm # Initialize the project # https://github.com/lencx/create-xc-app npm init xc-app learn-wasm -t wasm-react Awesome Lists WebAssembly入门 Exam

🔝 通知: 项目文档迁移到: https://github.com/higker/learn-rust learning-rust-zh 个人的 rust 学习资料 学习目录 目录 源代码地址 相关解析 第一个rust程序 https://github.com/higker/learning-ru

WAVM WAVM, Wait, another virtual machine ?, is a register based 64 bits virtual machine written in Rust. It relies on 32 registers and 31 opcodes that

rust-learning A bunch of links to blog posts, articles, videos, etc for learning Rust. Feel free to submit a pull request if you have some links/resou

A flexible web framework that promotes stability, safety, security and speed. Features Stability focused. All releases target stable Rust. This will n

triple_accel Rust edit distance routines accelerated using SIMD. Supports fast Hamming, Levenshtein, restricted Damerau-Levenshtein, etc. distance cal

Usher Usher provides an easy way to construct parameterized routing trees in Rust. The nodes of these trees is naturally generic, allowing Usher to le

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

Rust-Crypto A (mostly) pure-Rust implementation of various common cryptographic algorithms. Rust-Crypto seeks to create practical, auditable, pure-Rus

argmin A pure Rust optimization framework This crate offers a numerical optimization toolbox/framework written entirely in Rust. It is at the moment p

astro-rust Contents API Docs About Usage Contributing References About astro-rust is a library of advanced astronomical algorithms for the Rust progra

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

rustlearn A machine learning package for Rust. For full usage details, see the API documentation. Introduction This crate contains reasonably effectiv

TensorFlow Rust provides idiomatic Rust language bindings for TensorFlow. Notice: This project is still under active development and not guaranteed to

Leaf • Introduction Leaf is a open Machine Learning Framework for hackers to build classical, deep or hybrid machine learning applications. It was ins

RusticSOM Rust library for Self Organising Maps (SOM). Using this Crate Add rusticsom as a dependency in Cargo.toml [dependencies] rusticsom = "1.1.0"

rusty-machine This library is no longer actively maintained. The crate is currently on version 0.5.4. Read the API Documentation to learn more. And he

Linfa linfa (Italian) / sap (English): The vital circulating fluid of a plant. linfa aims to provide a comprehensive toolkit to build Machine Learning

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

darwin-rs This library allows you to write evolutionary algorithms (EA) using the Rust programming language. Written by Willi Kappler, License: MIT -

genevo genevo provides building blocks to run simulations of optimization and search problems using genetic algorithms (GA). The vision for genevo is

oxigen Oxigen is a parallel genetic algorithm framework implemented in Rust. The name comes from the merge of OXIdación (Rust translated to Spanish) a

Our mission is to enable secure, multi-tenant, minimal-overhead execution of container and function workloads. Read more about the Firecracker Charter

bytelines This library provides an easy way to read in input lines as byte slices for high efficiency. It's basically lines from the standard library,

runiq This project offers an efficient way (in both time and space) to filter duplicate entries (lines) from texual input. This project was born from