Rust State-machine Resources

Speak Speak is a simple, easy to use Natural Language Processor (NLP) written in Rust. Why use Speak? Speak uses a custom engine, and to setup you jus

Fermi: A global state management solution for Dioxus, inspired by Recoil.Js Fermi provides primitives for managing global state in Dioxus applications

eval-metrics Evaluation metrics for machine learning Design The goal of this library is to provide an intuitive collection of functions for computing

Vikos Vikos is a library for supervised training of parameterized, regression, and classification models Design Goals Model representations, cost func

n2 is a library implementation of a feedforward, backpropagation artificial neural network. Usage Add the following to the [dependencies] section o

Deep Thought As of right now, this crate is far from a usable state. This crate implements feedforward-neural Networks in rust. Unlike the vast majori

DeepRust - Machine learning in Rust Vision To create a deeplearning crate in rust aiming to create a great experience for ML researchers & developers

Rusty_SR A Rust super-resolution tool, which when given a low resolution image utilises deep learning to infer the corresponding high resolution image

Omikuji An efficient implementation of Partitioned Label Trees (Prabhu et al., 2018) and its variations for extreme multi-label classification, writte

liblinear-rs Rust bindings for the liblinear C/C++ library. Provides a thin (but rustic) wrapper around the original C-interface exposed by the librar

mnist-classifier Ideas UPDATED: Finish CLI Flags Parallelize conputationally intensive functions Class-based naive bayes README Image parsing Confusio

Extended Isolation Forest This is a rust port of the anomaly detection algorithm described in Extended Isolation Forest and implemented in https://git

kddbscan-rs Rust implementation of the kddbscan clustering algorithm. From the authors of kDDBSCAN algorithm. Due to the adoption of global parameters

som Self Organizing Map Pre-requisites Setup rust To download Rustup and install Rust, run the following in your terminal, then follow the on-screen i

NewsAggregator We live in an era where both the demand and quantity of information are enormous. However, the way we store and access that information

H2O Kubernetes Repository with official tools to aid the deployment of H2O Machine Learning platform to Kubernetes. There are two essential tools to b

Pair Adjacent Violators for Rust Overview An implementation of the Pair Adjacent Violators algorithm for isotonic regression. Note this algorithm is a

best-of-ml-rust 🏆 A ranked list of awesome machine learning Rust libraries. This curated list contains 180 awesome open-source projects with a total

Serving TensorFlow with Actix-Web This repository gives an example of training a machine learning model using TensorFlow2.0 Keras in python, exporting

Apress Source Code This repository accompanies Practical Machine Learning with Rust by Joydeep Bhattacharjee (Apress, 2020). Download the files as a z

BTM Blockchain Time Machine. BTM is an incremental data backup mechanism that does not require downtime. Why would you need this? btm will give you th

Tangram is the all-in-one machine learning toolkit for programmers. Train a model from a CSV file on the command line. Make predictions from Elixir, G

lust: Lua in Rust This project implements a parser, compiler, and virtual machine evaluator for a minimal subset of Lua. It is written from scratch in

Advent of Code 2021 These are my solutions for the 2021 edition of the Advent of Code. The solutions are all implemented using both Rust and SOM (Simp

⚡ Installation Linux curl -s https://raw.githubusercontent.com/xornet-cloud/Reporter/main/scripts/install.sh | sudo bash Windows Invoke-Command -Scrip

Sky VM An experimental Java-like language and it's virtual machine, for learning Java and JVM. Dependencies Rust (rust-lang/rust) 2021 Edition, dual-l

POC harness for writing Solidity tests in Rust using ethers-rs. Usage Run forge tests forge test Run rust tests forge build cargo test Notes The usag

rudiments rudiments is a step-sequencing drum machine that plays rhythm patterns using audio samples. Features 16-step programmable measures. Configur

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

vinyana vinyana - stands for mind in pali language. Goal To implement a simple Neural Network Library in order to understand the maths behind it. This

💫 Kanata Small microservice to handle state changes of Kubernetes pods and post to Instatus 🤔 Why? I don't really want to implement and repeat code

Bounce The uncomplicated state management library for Yew. Bounce is inspired by Redux and Recoil. Rationale Yew state management solutions that are c

Solana Shadow The Solana Shadow crate adds shadows to solana on-chain accounts for off-chain processing. This create synchronises all accounts and the

AutoML with SmartCore AutoML is Automated Machine Learning, referring to processes and methods to make machine learning more accessible for a general

Polygon Miden A STARK-based virtual machine. WARNING: This project is in an alpha stage. It has not been audited and may contain bugs and security fla

PERSIA (Parallel rEcommendation tRaining System with hybrId Acceleration) is developed by AI platform@Kuaishou Technology, collaborating with ETH. It

Eclipse Zenoh-Flow Zenoh-Flow provides a zenoh-based dataflow programming framework for computations that span from the cloud to the device. ⚠️ This s

bertml High-level non-blocking Deno bindings to the rust-bert machine learning crate. Guide Introduction The ModelManager class manages the FFI bindin

Common Processing Blocks (API Docs) Processing blocks built by Hammer of the Gods that you can use with your Runes. License This project is licensed u

gmserverplugin This is a utility library for making Server Plugins that access the Lua state in Garry's Mod. Currently, accessing the Lua state from a

🍄 A disassembler for the UEFI Bytecode Virtual Machine.

revm - Revolutionary Machine Is Rust Ethereum Virtual Machine with great name that is focused on speed and simplicity.

crosvm - The Chrome OS Virtual Machine Monitor crosvm is a virtual machine monitor (VMM) based on Linux’s KVM hypervisor, with a focus on simplicity,

convolutions-rs convolutions-rs is a crate that provides a fast, well-tested convolutions library for machine learning written entirely in Rust with m

Candy Holders This is far from finished, but can: find tokens with a given update authority find holders of those tokens Neither the Rust or Node APIs

RevonsOs is a new OS written from scratch in Rust to experiment with novel OS structure, better state management, and how to leverage intralingual design principles to shift OS responsibilities like resource management into the compiler.

🐎 daachorse Daac Horse: Double-Array Aho-Corasick Overview A fast implementation of the Aho-Corasick algorithm using Double-Array Trie. Examples use

bad-apple-uxn Bad Apple!! for the Uxn stack-machine by Hundred Rabbits. Quick start cargo run --release -- --input assets/badapple.mp4 --output badapp

label-propagation-rs Label Propagation Algorithm by Rust. Label propagation (LP) is graph-based semi-supervised learning (SSL). A simple LGC and a mor

Firefly Telegram Bot Fireflies are free, so beautiful. (Les lucioles sont libres, donc belles.) ― Charles de Leusse, Les Contes de la nuit This is a s

Frame Language Transpiler v0.5.1 Hi! So very glad you are interested in Frame. Frame system design markdown language for software architects and engin

Little Raft The lightest distributed consensus library. Run your own replicated state machine! ❤️ Installing Simply import the crate. In your Cargo.to

LC-3 written in Rust An LC-3 virtual machine written in Rust for learning purposes.

rust-machine-learning-api-example Example of Rust API for Machine Learning API example that uses resnet224 to infer images received in base64 and retu

Hematita Da Lua Hematita Da Lua is an interpreter for the scripting language Lua, written entirely in 100% safe Rust. Hematita is the portugese word f

step-machine Run your CLI programs as state machines with persistence and recovery abilities. When such a program breaks you'll have opportunity to ch

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

polarlight polarlight is a machine learning framework for high performance written in Rust. Key Features TBA Quick Start TBA How To Contribute Contrib

An alternative BEAM implementation, designed for WebAssembly

Fast EVM implementation with full async support. Port of evmone to Rust.

inside-vm Detect if code is running inside a virtual machine. Only works on x86 and x86-64. How does it work Measure average cpu cycles when calling c

bhtsne Barnes-Hut implementation of t-SNE written in Rust. The algorithm is described with fine detail in this paper by Laurens van der Maaten. Instal

craftml-rs A Rust implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning (Siblini et al., 2018). Perf

In One Sentence You trained a SVM using libSVM, now you want the highest possible performance during (real-time) classification, like games or VR. Hig

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

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

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

Introduction As a long time Haskell developer recently delving into Rust, something I've really missed is monads and do notation. One thing monadic do

Holochain-rust Travis: Circle CI: Codecov: License: This code is loosely based on the previous Golang prototype. Code Status: This Rust version is alp

Holochain License: This repository contains the core Holochain libraries and binaries. This is the most recent and well maintained version of Holochai

Cassette A simple, single-future, non-blocking executor intended for building state machines. Designed to be no-std and embedded friendly. This execut

Theseus OS Theseus is a new OS written from scratch in Rust to experiment with novel OS structure, better state management, and how to shift OS respon

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

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

Provides an implementation of today's most used tokenizers, with a focus on performance and versatility. Main features: Train new vocabularies and tok

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

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