Rust Machine-learning-tools Resources

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

ppfuzz Prototype Pollution Fuzzer A fast tool to scan prototype pollution vulnerability written in Rust. 🦀 Installation Binary Source Dependencies Us

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.

ArchTest is a rule based architecture testing tool. It applies static analyses on the specified rust project to extract use relationships.

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.

Modeling Modeling is a tools to analysis different languages by Ctags process: generate to opt call ctags with opt analysis ctags logs output resulse

This is a collection of crates to provide Rust support for the PartiQL query language.

Competitive Programming Stress Test Tools 競技プログラミング用 ストレステストツール このプログラムの役割 のプログラムに対して，それより実行時間がかかるが確実に できる愚直プログラムと比較することで， となるテストケースを探し出す 最大コーナーケースに対し

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

asusctl for ASUS ROG - Asus Linux Website asusd is a utility for Linux to control many aspects of various ASUS laptops but can also be used with non-a

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

NVIDIA® Tools Extension SDK (NVTX) is a C-based Application Programming Interface (API) for annotating events, code ranges, and resources in your applications. Official documentation for NVIDIA®'s NVTX can be found here.

Softy Simulation tools and libraries for animating rigid and soft objects (including cloth) subject to frictional contacts against smooth implicit sur

Call is an easy-to-use command tools for remote development. It helps you to build remote development easily and elegant. It can work with makefile and justfile.

seclip 🔒 📝 A CLI utility to secretly copy secrets to your clipboard. 🦀 Table of Contents Features Installation Usage Build From Source Contribution

GitHub block list management Octocrabby is a small set of command-line tools and Octocrab extensions that are focused on managing block lists on GitHu

rhack You want to quickly put a sneaky macro kind of like dbg! into external crates to find out how some internal data structure works? If so rhack 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

⋰·⋰ 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

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

persian-tools A set of helpers to sanitize, convert or transform information related to Persian language and/or Iran. Features Feature Status National

🔝 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

Dear ImGui (This library is available under a free and permissive license, but needs financial support to sustain its continued improvements. In addit

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

Crossbeam This crate provides a set of tools for concurrent programming: Atomics AtomicCell, a thread-safe mutable memory location.(no_std) AtomicCons

fpRust Monad, Functional Programming features for Rust Why I love functional programming, Rx-style coding. However it's hard to implement them in Rust

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

fw Appveyor Why fw? With fw you have a configuration describing your workspace. It takes care of cloning projects and can run commands across your ent

ptags A parallel universal-ctags wrapper for git repository Description ptags is a universal-ctags wrapper to have the following features. Search git

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

s3-utils Utilities and tools based around Amazon S3 to provide convenience APIs in a CLI. This tool contains a small set of command line utilities for

REPOCH REPOCH is cli to convert epoch timestamp datetime and datetime to timestamp. Its convert a epoch time from utc to datetime. Building for source

Todo_r Find all your notes with one command! Todo_r is a simple rust command line utility that keeps track of your todo items in code. It is pronounce

watchexec Software development often involves running the same commands over and over. Boring! watchexec is a simple, standalone tool that watches a p

hex (hx) Futuristic take on hexdump. hx accepts a file path as input and outputs a hexadecimal colorized view to stdout. $ hx tests/files/alphanumeric

➡️ Discord | Installation Guide | Usage Guide ⬅️ The Modern Port Scanner. Fast, smart, effective. 🐋 Docker (Recommended) 👩‍💻 Kali / Debian 🏗️ Arch

pier ~ A Linux script management tool A central repository to manage all your one-liners, scripts, tools, and CLIs. Add, remove, list, and run scripts

A cross-platform Text Expander written in Rust Visit the espanso website. What is a Text Expander? A text expander is a program that detects when you