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

  •7.9k7.9k forks•44k44k stars•2.9k2.9k issues•636636 pull requests•Updated Aug 17, 2026Aug 17, 2026

• rayci

  Public
  Go

  •

  Apache License 2.0

  •66 forks•99 stars•00 issues•66 pull requests•Updated Aug 17, 2026Aug 17, 2026

• kuberay

  Public
  A toolkit to run Ray applications on Kubernetes

  kubernetesmachine-learningdeep-learning+ 2

  kubernetesmachine-learningdeep-learningapacheray

  Go

  •

  Apache License 2.0

  •823823 forks•2.6k2.6k stars•493493 issues•248248 pull requests•Updated Aug 17, 2026Aug 17, 2026

• 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

  •255255 forks•1.9k1.9k stars•99 issues•44 pull requests•Updated Aug 15, 2026Aug 15, 2026

• travis-tracker-v2

  Public
  Python

  •88 forks•22 stars•99 issues•00 pull requests•Updated Aug 14, 2026Aug 14, 2026

• kuberay-helm

  Public
  Helm charts for the KubeRay project

  Mustache

  •3636 forks•6565 stars•1111 issues•44 pull requests•Updated Aug 14, 2026Aug 14, 2026

• enhancements

  Public
  Tracking Ray Enhancement Proposals

  Apache License 2.0

  •3838 forks•6868 stars•00 issues•66 pull requests•Updated Aug 12, 2026Aug 12, 2026

• test_dag

  Public
  Python

  •1111 forks•00 stars•00 issues•00 pull requests•Updated Aug 6, 2026Aug 6, 2026

• serve_workloads

  Public
  Python

  •66 forks•33 stars•00 issues•00 pull requests•Updated Aug 5, 2026Aug 5, 2026

• ray-haproxy

  Public
  HAProxy for bundling with Ray

  Shell

  •

  GNU General Public License v2.0

  •11 fork•22 stars•00 issues•55 pull requests•Updated Jul 30, 2026Jul 30, 2026

• haproxy-release

  Public archive
  00 forks•00 stars•00 issues•00 pull requests•Updated Jun 16, 2026Jun 16, 2026

• raydp

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

  sparkray

  sparkray

  Scala

  •

  Apache License 2.0

  •8484 forks•376376 stars•4040 issues•2626 pull requests•Updated Jun 10, 2026Jun 10, 2026

• enablement-content

  Public
  HTML

  •22 forks•00 stars•00 issues•00 pull requests•Updated Jun 1, 2026Jun 1, 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

  •4747 forks•282282 stars•2222 issues•33 pull requests•Updated Apr 17, 2026Apr 17, 2026

• raydepsets

  Public
  raydepsets build and release repo

  Shell

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 7, 2026Apr 7, 2026

• serve_config_examples

  Public
  Python

  •2323 forks•1212 stars•33 issues•00 pull requests•Updated Mar 16, 2026Mar 16, 2026

• pandas

  Public
  Pandas object mirror

  Python

  •

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

  •20k20k forks•00 stars•00 issues•00 pull requests•Updated Mar 13, 2026Mar 13, 2026

• multimodal-training

  Public
  Python

  •

  Apache License 2.0

  •66 forks•3131 stars•00 issues•00 pull requests•Updated Jan 24, 2026Jan 24, 2026

• distributed-zkml

  Public
  Distributed Proofs with ZMKL and Ray

  Rust

  •11 fork•33 stars•33 issues•00 pull requests•Updated Jan 5, 2026Jan 5, 2026

• Ray-Forward

  Public
  Some resources about Ray Forward Meetup

  Apache License 2.0

  •88 forks•3636 stars•00 issues•00 pull requests•Updated Dec 25, 2025Dec 25, 2025

• q4-2021-docs-hackathon

  Public
  HTML

  •

  Apache License 2.0

  •11 fork•22 stars•00 issues•00 pull requests•Updated Oct 27, 2025Oct 27, 2025

• ray-project.github.io

  Public
  The Ray project website

  HTML

  •44 forks•22 stars•11 issue•22 pull requests•Updated Oct 24, 2025Oct 24, 2025

• scipy

  Public
  SciPy library main repository

  Python

  •

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

  •5.9k5.9k forks•11 star•00 issues•00 pull requests•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

  •25k25k forks•00 stars•00 issues•00 pull requests•Updated Aug 26, 2025Aug 26, 2025

• pygloo

  Public
  Pygloo provides Python bindings for Gloo.

  C++

  •

  Apache License 2.0

  •1212 forks•2222 stars•11 issue•55 pull requests•Updated Jul 7, 2025Jul 7, 2025

• ray-llm

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

  rayllmllm-serving

  rayllmllm-serving

  9090 forks•1.3k1.3k stars•00 issues•00 pull requests•Updated Mar 13, 2025Mar 13, 2025

• llmperf

  Public archive
  LLMPerf is a library for validating and benchmarking LLMs

  Python

  •

  Apache License 2.0

  •203203 forks•1.1k1.1k stars•3737 issues•1818 pull requests•Updated Dec 9, 2024Dec 9, 2024

• Ray-Connect

  Public
  Material for Ray Connect 2024 Conference

  Apache License 2.0

  •55 forks•1212 stars•00 issues•00 pull requests•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

  •2323 forks•9797 stars•3434 issues•00 pull requests•Updated Aug 28, 2024Aug 28, 2024

• xgboost_ray

  Public archive
  Distributed XGBoost on Ray

  data-sciencemachine-learningkaggle+ 3

  data-sciencemachine-learningkagglexgboostdaskmodin

  Python

  •

  Apache License 2.0

  •3535 forks•153153 stars•4646 issues•22 pull requests•Updated Jun 25, 2024Jun 25, 2024