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    122 repositories

    • 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-learningreinforcement-learningdeep-learningdeploymenttensorflowoptimizationparallelpytorch
      Python
      •
      Apache License 2.0
      •7.2k•41k•2.9k•463•Updated Feb 7, 2026Feb 7, 2026

    • rayci

      Public
      Go
      •
      Apache License 2.0
      •4•8•0•23•Updated Feb 7, 2026Feb 7, 2026

    • kuberay

      Public
      A toolkit to run Ray applications on Kubernetes
      kubernetesmachine-learningdeep-learningapacheray
      Go
      •
      Apache License 2.0
      •697•2.3k•420•133•Updated Feb 4, 2026Feb 4, 2026

    • enablement-content

      Public
      HTML
      •0•0•0•0•Updated Feb 4, 2026Feb 4, 2026

    • raydp

      Public
      RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.
      sparkray
      Python
      •
      Apache License 2.0
      •79•362•39•17•Updated Feb 1, 2026Feb 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
      •45•267•22•3•Updated Jan 28, 2026Jan 28, 2026

    • multimodal-training

      Public
      Python
      •
      Apache License 2.0
      •4•26•0•0•Updated Jan 24, 2026Jan 24, 2026

    • distributed-zkml

      Public
      Distributed Proofs with ZMKL and Ray
      Rust
      •0•3•6•0•Updated Jan 5, 2026Jan 5, 2026

    • Ray-Forward

      Public
      Some resources about Ray Forward Meetup
      Apache License 2.0
      •5•30•0•0•Updated Dec 25, 2025Dec 25, 2025

    • enhancements

      Public
      Tracking Ray Enhancement Proposals
      Apache License 2.0
      •30•63•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•10•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 do…
      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
      •199•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 archive
      A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
      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-learningopenairayservingfine-tuninganyscalellmsllama2
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •257•1.8k•9•5•Updated Aug 2, 2024Aug 2, 2024

    • xgboost_ray

      Public archive
      Distributed XGBoost on Ray
      data-sciencemachine-learningkagglexgboostdaskmodin
      Python
      •
      Apache License 2.0
      •35•152•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-learningrealtimedistributed-computingfusiononline-learning
      Java
      •
      Apache License 2.0
      •13•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

    • 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