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+ 17reinforcement-learningdeep-learningdeploymenttensorflowoptimizationparallelpytorch+ 10

  Python

  •

  Apache License 2.0

  •7.1k•41k•2.8k•426•Updated Jan 6, 2026Jan 6, 2026

• rayci

  Public
  Go

  •

  Apache License 2.0

  •3•7•0•9•Updated Jan 5, 2026Jan 5, 2026

• kuberay

  Public
  A toolkit to run Ray applications on Kubernetes

  kubernetesmachine-learningdeep-learning+ 2apacheray

  Go

  •

  Apache License 2.0

  •678•2.2k•388•112•Updated Jan 5, 2026Jan 5, 2026

• distributed-zkml

  Public

  ray-project/distributed-zkml’s past year of commit activity
  Distributed Proofs with ZMKL and Ray

  Rust

  •0•2•2•0•Updated Jan 5, 2026Jan 5, 2026

• enablement-content

  Public
  HTML

  •0•0•0•0•Updated Dec 25, 2025Dec 25, 2025

• Ray-Forward

  Public
  Some resources about Ray Forward Meetup

  Apache License 2.0

  •4•28•0•0•Updated Dec 25, 2025Dec 25, 2025

• multimodal-training

  Public
  Python

  •

  Apache License 2.0

  •2•24•0•0•Updated Dec 24, 2025Dec 24, 2025

• deltacat

  Public

  ray-project/deltacat’s past year of commit activity
  A portable Multimodal Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your ML and analytics workloads.

  Python

  •

  Apache License 2.0

  •44•263•22•2•Updated Dec 23, 2025Dec 23, 2025

• raydp

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

  sparkray

  Python

  •

  Apache License 2.0

  •77•357•40•17•Updated Dec 22, 2025Dec 22, 2025

• enhancements

  Public

  ray-project/enhancements’s past year of commit activity
  Tracking Ray Enhancement Proposals

  Apache License 2.0

  •30•61•0•1•Updated Dec 17, 2025Dec 17, 2025

• travis-tracker-v2

  Public
  Python

  •7•2•9•0•Updated Dec 4, 2025Dec 4, 2025

• kuberay-helm

  Public
  Helm charts for the KubeRay project

  Mustache

  •31•59•9•4•Updated Nov 21, 2025Nov 21, 2025

• serve_workloads

  Public
  Python

  •5•2•0•0•Updated Nov 12, 2025Nov 12, 2025

• q4-2021-docs-hackathon

  Public
  HTML

  •

  Apache License 2.0

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

• ray-project.github.io

  Public
  The Ray project website

  HTML

  •3•2•1•2•Updated Oct 24, 2025Oct 24, 2025

• scipy

  Public
  SciPy library main repository

  Python

  •

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

  •5.6k•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 document and vector query engine.

  C

  •

  Other

  •24k•0•0•0•Updated Aug 26, 2025Aug 26, 2025

• pygloo

  Public
  Pygloo provides Python bindings for Gloo.

  C++

  •

  Apache License 2.0

  •12•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

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

• serve_config_examples

  Public
  Python

  •20•10•3•0•Updated Feb 7, 2025Feb 7, 2025

• llmperf

  Public archive
  LLMPerf is a library for validating and benchmarking LLMs

  Python

  •

  Apache License 2.0

  •198•1.1k•37•19•Updated Dec 9, 2024Dec 9, 2024

• Ray-Connect

  Public
  Material for Ray Connect 2024 Conference

  Apache License 2.0

  •4•12•0•0•Updated Oct 23, 2024Oct 23, 2024

• rayfed

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

  pythonrayprivacy-preserving+ 2federated-learningdistributed-execution

  Python

  •

  Apache License 2.0

  •23•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+ 5servingfine-tuninganyscalellmsllama2

  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •257•1.8k•9•5•Updated Aug 2, 2024Aug 2, 2024

• xgboost_ray

  Public
  Distributed XGBoost on Ray

  data-sciencemachine-learningkaggle+ 3xgboostdaskmodin

  Python

  •

  Apache License 2.0

  •36•152•46•3•Updated Jun 25, 2024Jun 25, 2024

• mobius

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

  trainingmachine-learningrealtime+ 3distributed-computingfusiononline-learning

  Java

  •

  Apache License 2.0

  •13•99•8•2•Updated Jun 21, 2024Jun 21, 2024

• docu-mentor

  Public
  Python

  •

  MIT License

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

• issues-to-airtable

  Public
  JavaScript

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

• ray-open-ports-checker

  Public
  Tool to quickly check and see if your Ray cluster is exposed to untrusted clients

  Python

  •

  Apache License 2.0

  •1•6•0•0•Updated Mar 28, 2024Mar 28, 2024

• images

  Public
  Host images

  1•0•0•0•Updated Mar 15, 2024Mar 15, 2024