Rust Machine learning Resources

Matrix Oh yes. Matrices. Contents matrix - core lib (just matrix addition and multiplication) matrix_graphics - using rotation matrix to rotate things

ChatGPT Rust Library A Rust library for interacting with OpenAI's ChatGPT API. This library simplifies the process of making requests to the ChatGPT A

ata: Ask the Terminal Anything ChatGPT in the terminal TIP: Run a terminal with this tool in your background and show/hide it with a keypress. This ca

CLIP as service in Rust A blazing fast gRPC server for CLIP model, powered by ONNX. Only text model can be used now. Build cargo build --bin clip-as-s

TopK TopK algorithm implementation in Rust. This crate currently provides the Filtered Space-Saving algorithm. Version numbers follow the semver conve

Metal playground in rust Made for learning how to parallelize computations in the GPU using Apple's Metal, in Rust, via the metal crate. Overview The

ArgMinMax Efficient argmin & argmax (in 1 function) with SIMD (SSE, AVX(2), AVX512, NEON) for f16, f32, f64, i8, i16, i32, i64, u8, u16, u32, u64. 🚀

simd-alphatensor-rs tldr; alphatensor matrix breakthrough algorithims + simd + rust. This repo contains the cutting edge matrix multiplication algorit

python-third-party-imports This is a Python CLI tool built with Rust that finds all third-party packages imported into your Python project. Install Yo

Machine Learning in Rust Learn the Rust programming language through implementing classic machine learning algorithms. This project is self-completed

Rust Turkiye - Rust Dersleri CURIOSITY - Featuring Richard Feynman Bu repo Rust Turkiye tarafindan duzenlenen Rust Dersleri egitiminin alistirma ve ko

fólkvangr A distributed network for cloud-native services About Fólkvangr started out as a way to build social networks that were secure and decentral

STAM Library STAM is a data model for stand-off text annotation and described in detail here. This is a sofware library to work with the model, writte

RustFFT is a high-performance FFT library written in pure Rust. It can compute FFTs of any size, including prime-number sizes, in O(nlogn) time.

🐉 rust-gpu Rust as a first-class language and ecosystem for GPU graphics & compute shaders Current Status 🚧 Note: This project is still heavily in d

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

☁ Puff ☁ Python with an async runtime built-in Rust for GraphQL, ASGI, WSGI, Postgres, PubSub, Redis, Distributed Tasks, and HTTP2 Client. What is Puf

gamma! the new bancho server for theta! built for scalability and speed configuration configuration is done either through gamma.toml, or through envi

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

Faiss-rs This project provides Rust bindings to Faiss, the state-of-the-art vector search and clustering library. Installing as a dependency Currently

Wonnx is a GPU-accelerated ONNX inference run-time written 100% in Rust, ready for the web. Supported Platforms (enabled by wgpu) API Windows Linux &

Tour of Rust Welcome to the source repo of Tour of Rust. Goals This project is meant to give an experienced programmer a swift introduction to Rust as

pyke Diffusers is a modular Rust library for pretrained diffusion model inference to generate images, videos, or audio, using ONNX Runtime as a backen

Ecosystem of libraries and tools for writing and executing extremely fast GPU code fully in Rust.

luisa-compute-rs Rust binding to LuisaCompute (WIP) Inside this crate: An almost safe binding to LuisaCompute An EDSL for writing kernels A new backen

kdtree K-dimensional tree in Rust for fast geospatial indexing and nearest neighbors lookup Crate Documentation Usage Benchmark License Usage Add kdtr

statrs Current Version: v0.15.0 Should work for both nightly and stable Rust. NOTE: While I will try to maintain backwards compatibility as much as po

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

Neuronika is a machine learning framework written in pure Rust, built with a focus on ease of use, fast prototyping and performance. Dynamic neural ne

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

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

rulinalg This library is no longer actively maintained The crate is currently on version 0.4.2. Read the API Documentation to learn more. Summary Ruli

lsh-rs (Locality Sensitive Hashing) Locality sensitive hashing can help retrieving Approximate Nearest Neighbors in sub-linear time. For more informat

CinPatent: Datasets for Patent Classification We release two datasets for patent classification in English and Japanese at Google Drive. The data fold

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

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

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

PyXIRR Rust-powered collection of financial functions. PyXIRR stands for "Python XIRR" (for historical reasons), but contains many other financial fun

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

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

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

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

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.

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

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

Demo BERT ONNX server written in rust This demo showcase the use of onnxruntime-rs on BERT with a GPU on CUDA 11 served by actix-web and tokenized wit

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

PyQIR PyQIR is a set of APIs for generating, parsing, and evaluating Quantum Intermediate Representation (QIR). It consists of the following component

WARNING: This crate currently depends on nightly rust unstable and incomplete features. crystalorb Network-agnostic, high-level game networking librar

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

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

fieri Note: fieri's master branch might contain breaking changes. For the most recently released code, look to the latest tag. Overview Unofficial Rus

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

Vector Similarity Search Engine with extended filtering support Qdrant (read: quadrant ) is a vector similarity search engine. It provides a productio