Repositories list

• ray

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

  pythondata-sciencemachine-learning+ 17

  pythondata-sciencemachine-learningreinforcement-learningdeep-learningdeploymenttensorflowoptimizationparallelpytorch+ 10

  Python

  •

  Apache License 2.0

  •7.4k•42k•2.9k•591•Updated Mar 28, 2026Mar 28, 2026

• rayci

  Public
  Go

  •

  Apache License 2.0

  •5•8•0•8•Updated Mar 27, 2026Mar 27, 2026

• kuberay

  Public

  ray-project/kuberay’s past year of commit activity
  A toolkit to run Ray applications on Kubernetes

  kubernetesmachine-learningdeep-learning+ 2

  kubernetesmachine-learningdeep-learningapacheray

  Go

  •

  Apache License 2.0

  •729•2.4k•428•155•Updated Mar 26, 2026Mar 26, 2026

• raydepsets

  Public
  raydepsets build and release repo

  Python

  •0•0•0•0•Updated Mar 25, 2026Mar 25, 2026

• kuberay-helm

  Public
  Helm charts for the KubeRay project

  Mustache

  •34•60•11•4•Updated Mar 19, 2026Mar 19, 2026

• raydp

  Public
  RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

  sparkray

  sparkray

  Python

  •

  Apache License 2.0

  •80•370•40•19•Updated Mar 17, 2026Mar 17, 2026

• serve_config_examples

  Public
  Python

  •23•11•3•0•Updated Mar 16, 2026Mar 16, 2026

• pandas

  Public
  Pandas object mirror

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •20k•0•0•0•Updated Mar 13, 2026Mar 13, 2026

• deltacat

  Public
  A portable Multimodal Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your ML and analytics work…

  Python

  •

  Apache License 2.0

  •45•272•22•4•Updated Mar 12, 2026Mar 12, 2026

• enablement-content

  Public
  HTML

  •1•0•0•0•Updated Feb 4, 2026Feb 4, 2026

• multimodal-training

  Public
  Python

  •

  Apache License 2.0

  •6•29•0•0•Updated Jan 24, 2026Jan 24, 2026

• distributed-zkml

  Public
  Distributed Proofs with ZMKL and Ray

  Rust

  •1•3•3•0•Updated Jan 5, 2026Jan 5, 2026

• Ray-Forward

  Public
  Some resources about Ray Forward Meetup

  Apache License 2.0

  •6•31•0•0•Updated Dec 25, 2025Dec 25, 2025

• enhancements

  Public
  Tracking Ray Enhancement Proposals

  Apache License 2.0

  •33•69•0•2•Updated Dec 17, 2025Dec 17, 2025

• travis-tracker-v2

  Public
  Python

  •8•2•9•0•Updated Dec 4, 2025Dec 4, 2025

• serve_workloads

  Public
  Python

  •6•2•0•0•Updated Nov 12, 2025Nov 12, 2025

• q4-2021-docs-hackathon

  Public
  HTML

  •

  Apache License 2.0

  •1•2•0•0•Updated Oct 27, 2025Oct 27, 2025

• ray-project.github.io

  Public
  The Ray project website

  HTML

  •4•2•1•2•Updated Oct 24, 2025Oct 24, 2025

• scipy

  Public
  SciPy library main repository

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •5.7k•1•0•0•Updated Oct 16, 2025Oct 16, 2025

• redis

  Public
  For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and do…

  C

  •

  Other

  •25k•0•0•0•Updated Aug 26, 2025Aug 26, 2025

• pygloo

  Public
  Pygloo provides Python bindings for Gloo.

  C++

  •

  Apache License 2.0

  •13•22•1•5•Updated Jul 7, 2025Jul 7, 2025

• ray-llm

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

  rayllmllm-serving

  rayllmllm-serving

  91•1.3k•0•0•Updated Mar 13, 2025Mar 13, 2025

• llmperf

  Public archive
  LLMPerf is a library for validating and benchmarking LLMs

  Python

  •

  Apache License 2.0

  •204•1.1k•37•18•Updated Dec 9, 2024Dec 9, 2024

• Ray-Connect

  Public
  Material for Ray Connect 2024 Conference

  Apache License 2.0

  •5•12•0•0•Updated Oct 23, 2024Oct 23, 2024

• rayfed

  Public archive
  A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

  pythonrayprivacy-preserving+ 2

  pythonrayprivacy-preservingfederated-learningdistributed-execution

  Python

  •

  Apache License 2.0

  •22•96•34•0•Updated Aug 28, 2024Aug 28, 2024

• llm-applications

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

  machine-learningopenairay+ 5

  machine-learningopenairayservingfine-tuninganyscalellmsllama2

  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •253•1.9k•9•4•Updated Aug 2, 2024Aug 2, 2024

• xgboost_ray

  Public archive
  Distributed XGBoost on Ray

  data-sciencemachine-learningkaggle+ 3

  data-sciencemachine-learningkagglexgboostdaskmodin

  Python

  •

  Apache License 2.0

  •36•154•46•2•Updated Jun 25, 2024Jun 25, 2024

• mobius

  Public archive
  Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.

  trainingmachine-learningrealtime+ 3

  trainingmachine-learningrealtimedistributed-computingfusiononline-learning

  Java

  •

  Apache License 2.0

  •14•100•8•2•Updated Jun 21, 2024Jun 21, 2024

• docu-mentor

  Public archive
  Python

  •

  MIT License

  •3•10•1•0•Updated Jun 2, 2024Jun 2, 2024

• issues-to-airtable

  Public archive
  JavaScript

  •3•1•1•0•Updated May 28, 2024May 28, 2024