ray-project

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120 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.
python data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch
Python
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Apache License 2.0
•6.8k•39k•2.8k•366•Updated Oct 13, 2025Oct 13, 2025
kuberay
Public
A toolkit to run Ray applications on Kubernetes
machine-learning deep-learning apache ray kubernetes
Go
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Apache License 2.0
•631•2.1k•391•114•Updated Oct 12, 2025Oct 12, 2025
rayci
Public
Go
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Apache License 2.0
•3•7•0•4•Updated Oct 11, 2025Oct 11, 2025
ray-agents
Public
Experimental library on agentic workflows on Ray
Python
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Apache License 2.0
•0•0•0•0•Updated Oct 10, 2025Oct 10, 2025
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 workloads.
Python
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Apache License 2.0
•40•245•21•3•Updated Oct 10, 2025Oct 10, 2025
enablement-content
Public
HTML
•0•0•0•0•Updated Sep 17, 2025Sep 17, 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
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Other
•24k•0•0•0•Updated Aug 26, 2025Aug 26, 2025
serve_workloads
Public
Python
•5•2•0•0•Updated Aug 25, 2025Aug 25, 2025
kuberay-helm
Public
Helm charts for the KubeRay project
Mustache
•28•51•9•3•Updated Jul 16, 2025Jul 16, 2025
pygloo
Public
Pygloo provides Python bindings for Gloo.
C++
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Apache License 2.0
•12•22•1•5•Updated Jul 7, 2025Jul 7, 2025
travis-tracker-v2
Public
Python
•8•2•9•0•Updated Jun 4, 2025Jun 4, 2025
enhancements
Public
Tracking Ray Enhancement Proposals
Apache License 2.0
•30•55•0•19•Updated Apr 4, 2025Apr 4, 2025
ray-llm
Public archive
RayLLM - LLMs on Ray (Archived). Read README for more info.
ray llm llm-serving
93•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
LLMPerf is a library for validating and benchmarking LLMs
Python
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Apache License 2.0
•191•1k•37•18•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.
ray privacy-preserving federated-learning distributed-execution python
Python
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Apache License 2.0
•22•95•34•0•Updated Aug 28, 2024Aug 28, 2024
llm-applications
Public
A comprehensive guide to building RAG-based LLM applications for production.
machine-learning openai ray serving fine-tuning anyscale llms llama2
Jupyter Notebook
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Creative Commons Attribution 4.0 International
•252•1.8k•9•5•Updated Aug 2, 2024Aug 2, 2024
xgboost_ray
Public
Distributed XGBoost on Ray
data-science machine-learning kaggle xgboost dask modin
Python
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Apache License 2.0
•36•149•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.
training machine-learning realtime distributed-computing fusion online-learning
Java
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Apache License 2.0
•14•99•8•2•Updated Jun 21, 2024Jun 21, 2024
docu-mentor
Public
Python
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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
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Apache License 2.0
•1•5•0•0•Updated Mar 28, 2024Mar 28, 2024
images
Public
Host images
1•0•0•0•Updated Mar 15, 2024Mar 15, 2024
ray-educational-materials
Public archive
This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.
deep-learning ray distributed-machine-learning ray-tune ray-train ray-distributed llm generative-ai ray-serve ray-data
Jupyter Notebook
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Apache License 2.0
•81•434•4•1•Updated Feb 13, 2024Feb 13, 2024
lightgbm_ray
Public
LightGBM on Ray
Python
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Apache License 2.0
•7•51•5•0•Updated Feb 4, 2024Feb 4, 2024
dind-buildkite-plugin
Public
A Buildkite Plugin to enable Docker-in-Docker
Shell
•0•0•0•0•Updated Jan 24, 2024Jan 24, 2024
llm-numbers
Public
Numbers every LLM developer should know
139•4.3k•9•1•Updated Jan 16, 2024Jan 16, 2024
llmperf-leaderboard
Public
Apache License 2.0
•15•470•7•0•Updated Jan 10, 2024Jan 10, 2024
test_dag
Public
Python
•10•0•0•0•Updated Jan 3, 2024Jan 3, 2024