Ray Open Source Projects

Learn how to develop, deploy and iterate on production-grade ML applications.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Main Web Site (Online Books)

Modin: Scale your Pandas workflows by changing a single line of code

A Ray-based High-performance RLHF framework (Support 70B+ full tuning & LoRA & Mixtral)

Automatic Ripping Machine (ARM) Scripts

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Improved version of the X-Ray Engine, the game engine used in the world-famous S.T.A.L.K.E.R. game series by GSC Game World. Join OpenXRay! ;)

Learn how to design, develop, deploy and iterate on production-grade ML applications.

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Yocto/GL: Tiny C++ Libraries for Data-Driven Physically-based Graphics

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

Expanded Math Functionality for Unity

Embree ray tracing kernels repository.

OpenGL 3 and 4 examples using GLSL

A toolkit to run Ray applications on Kubernetes

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

The original open source release of Wolfenstein 3D

Graphic Engine & Game Engine lists

Real-time PathTracing with global illumination and progressive rendering, all on top of the Three.js WebGL framework. Click here for Live Demo: https://erichlof.github.io/THREE.js-PathTracing-Renderer/Geometry_Showcase.html

来自硅谷的终身学习大学

A path tracer written in Go.

Intel® Open Image Denoise library

A toy physically based GPU path tracer (C++/OpenGL/GLSL)

🎨 The project is designed to create a physically-based rendering at mikumikudance.

A comprehensive guide to building RAG-based LLM applications for production.

A web app for creating and simulating 2D geometric optical scenes, with a gallery of (interactive) demos.

Ray tracing examples and tutorials using VK_KHR_ray_tracing

Advanced data structure and algorithm for system design，系统设计需要了解的算法

IDAPython project for Hex-Ray's IDA Pro

The Persistence of Vision Raytracer (POV-Ray)

Implementation of Peter Shirley's Ray Tracing In One Weekend book using Vulkan and NVIDIA's RTX extension.

A community driven collection of IDA FLIRT signature files

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

NVIDIA’s implementation of RTX ray-tracing in Quake II

LuxCore source repository

A beginner-friendly Vulkan path tracing tutorial in under 300 lines of C++.

RayLLM - LLMs on Ray (Archived). Read README for more info.

Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

NanoRT, single header only modern ray tracing kernel.

A handy utility to make decrypted PS3 disc dumps

Buggregator — a single-binary debugging server for PHP. Captures exceptions, dumps, emails, profiling, logs in real-time UI. Sentry, Ray, VarDumper, SMTP, Monolog, Inspector, XHProf and more.

Source Code for "Ray Tracing Gems: High-Quality and Real-Time Rendering with DXR and Other APIs" by Eric Haines and Tomas Akenine-Möller

:small_red_triangle::sunglasses: A curated list of awesome stuff to learn computer graphics

A dynamic, loose octree implementation for Unity written in C#

GPU Raytracer from scratch in C++/CUDA

tracking medical datasets, with a focus on medical imaging

Ray tracer written in pure CMake

A PyTorch re-implementation of Neural Radiance Fields

Nori: an educational ray tracer

C++11/14 constexpr based Containers, Algorithms, Random numbers, Parsing, Ray tracing, Synthesizer, and others.

Lighthouse 2 framework for real-time ray tracing

c-ray is a small, simple path tracer written in C

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

Picking and pointer events for Bevy

A (very) simple path tracer implemented using DirectX Ray Tracing (DXR)