Rust Machine learning Resources

The Tango Problem Personal experiments with genetic algorithms and neuroevolution, in Rust, with the Bevy engine. A number of "Psychics" are placed in

Rust & Qt workshop This workbook contains the material for a Rust & Qt workshop held by Ferrous Systems, developed and held together with KDAB. It is

sdf-playground Signed distance functions + Rust (CPU & GPU) = ❤️❤️ Platforms: Windows, Mac & Linux. About sdf-playground is a demo showcasing how you

microgemm General matrix multiplication with custom configuration in Rust. Supports no_std and no_alloc environments. The implementation is based on t

FastEmbed-rs 🦀 Rust implementation of @Qdrant/fastembed 🍕 Features Supports synchronous usage. No dependency on Tokio. Uses @huggingface/tokenizers

Candle Tutorial - Convert Pytorch Models to Candle Candle is an ML framework written in rust that takes advantage of the speed and memory safety Rust

NVTOP An NVIDIA SMI'esk GPU Monitoring tool for your terminal. art by stable-diffusion + Maz Contents: usage prerequisites installation why troublesho

SlintDotnet (Alpha) Slint is a UI toolkit that supports different programming languages. SlintDotnet is the integration with .NET C#. ⚠️ This is exper

zkSync Era: A ZK Rollup For Scaling Ethereum zkSync Era is a layer 2 rollup that uses zero-knowledge proofs to scale Ethereum without compromising on

Stable-Diffusion-XL-Burn Stable-Diffusion-XL-Burn is a Rust-based project which ports stable diffusion xl into the Rust deep learning framework burn.

Kuintessence is an advanced computing orchestration system designed to revolutionize HPC workload and cluster management, to empower HPC users by allowing them to concentrate on their scientific ideas rather than getting bogged down by HPC environment complications, and enhance research productivity to its fullest potential.

wasm_component_layer wasm_component_layer is a runtime agnostic implementation of the WebAssembly component model. It supports loading and linking WAS

llama2-rs LLaMA2 port for Rust inspired by llama2.c. TODOs: Implement loading of the model Implement forward pass Implement generation Implement token

Stable-Diffusion-Burn Stable-Diffusion-Burn is a Rust-based project which ports the V1 stable diffusion model into the deep learning framework, Burn.

Senior Are all senior engineers busy? Ask senior instead! How to install Requires: openssl a openAI api token rust cargo install senior or brew insta

CML "Domain generalization is dead, Continuous Machine Learning lives forever." —— an iKun CML is a framework for production-ready continuous machine

wasm2spirv - Compile your WebAssembly programs into SPIR-V shaders Warning wasm2spirv is still in early development, and not production ready. This re

luminal Deep learning at the speed of light. use luminal::prelude::*; // Setup graph and tensors let mut cx = Graph::new(); let a = cx.new_tensor::R

tinyvector - a tiny embedding database in pure Rust ✨ Features Tiny: It's in the name. It's literally just an axum server. Extremely easy to customize

cbnf The CBNF neural network header format. What is CBNF? CBNF is a neural network header format for use with efficiently updatable neural networks fo

Extraction Gym A suite of benchmarks to test e-graph extraction algorithms. Add your algorithm in src/extract and then add a line in src/main.rs. To r

ic-mnist The frontend provides a canvas where users can draw a digit. The drawn digit is then sent to the backend canister running burn-rs for inferen

GBPresenter GBPresenter is a tool I wrote to generate visualizations of GameBoy chiptunes, based on SameBoy, FFmpeg, and Slint. The visualization desi

Arabic Reshaper Rust Reconstruct Arabic sentences to be used in applications that don't support Arabic script. Usage: resahpe a single line of string

Asynchronous CUDA, NPP and TensorRT ℹ️ Introduction The async-cuda family of libraries is an experimental set of libraries for interacting with the GP

Vision This is a project to write the CSL-Next typescript model and supporting libraries and tools in Rust, and convert to JSON Schema from there. At

DeepRender An experimental Neural Network trainer/visualizer in Rust Try it on your browser! https://msakuta.github.io/DeepRender/ Training on a funct

Python extensions using tch to interact with PyTorch This sample crate shows how to use tch to write a Python extension that manipulates PyTorch tenso

LLaMa 7b in rust This repo contains the popular LLaMa 7b language model, fully implemented in the rust programming language! Uses dfdx tensors and CUD

Tensorken: A Fun, Hackable, GPU-Accelerated, Neural Network library in Rust, Written by an Idiot (work in progress) Understanding deep learning from t

Train Mystery A small game about solving a mystery aboard a train... if there even is one. 🎉 Jeu d'enquête gagnant du Palm'Hackaton 2023. 🎉 A propos

Rye Rye is Armin's personal one-stop-shop for all his Python needs. It installs and manages Python installations, manages pyproject.toml files, instal

ThRust ThRust is a Rust crate that provides a framework for thermodynamic and probabilistic computing. This package currently supports the following f

pgvecto.rs pgvecto.rs is a Postgres extension that provides vector similarity search functions. It is written in Rust and based on pgrx. Features cosi

Development stream: https://youtu.be/zGS-HqcAvA4 License Licensed under either of Apache License, Version 2.0 (LICENSE-APACHE or http://www.apache.org

RLLaMA RLLaMA is a pure Rust implementation of LLaMA large language model inference.. Supported features Uses either f16 and f32 weights. LLaMA-7B, LL

A browser AI agent, using GPT-4 This project provides a bridge between GPT-4 and a headless Chromium browser, allowing you to automate actions simply

A collection of CC-BY-SA course material to teach the Rust programming language, in different formats, levels, and focus points. Contact me for remote and on-site trainings!

llama-node Large Language Model LLaMA on node.js This project is in an early stage, the API for nodejs may change in the future, use it with caution.

Smol Rust RWKV What is it? A simple example of the RWKV approach to language models written in Rust by someone that knows basically nothing about math

repugnant-pickle Because it is, isn't it? This is a Rust crate for dealing with the Python pickle format. It also has support for opening PyTorch file

Motörhead Motörhead is a memory and information retrieval server for LLMs. Why use Motörhead? When building chat applications using LLMs, memory handl

cayley - generic, stack-allocated linear algebra in Rust cayley is a crate that fills a small niche: it provides a generic matrix type that allocates

Plonky3 Plonky3 is a toolkit for implementing polynomial IOPs (PIOPs), such as PLONK and STARKs. It aims to support several polynomial commitment sche

Explore ML in Cairo 1.0 Build neural network models in Cairo 1.0 to perform inference. The calculations are performed using i33 values, and the outcom

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