ray-project

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116 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 java data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel
Python
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Apache License 2.0
•5.9k•35k•3.6k•622•Updated Dec 29, 2024Dec 29, 2024
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
•425•1.3k•269•48•Updated Dec 29, 2024Dec 29, 2024
deltacat
Public
A portable Pythonic Data Catalog API powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your big data workloads.
Python
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Apache License 2.0
•23•170•34•6•Updated Dec 27, 2024Dec 27, 2024
rayci
Public
Go
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Apache License 2.0
•3•4•0•4•Updated Dec 16, 2024Dec 16, 2024
enhancements
Public
Tracking Ray Enhancement Proposals
Apache License 2.0
•29•49•0•18•Updated Dec 14, 2024Dec 14, 2024
llmperf
Public
LLMPerf is a library for validating and benchmarking LLMs
Python
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Apache License 2.0
•118•689•28•13•Updated Dec 9, 2024Dec 9, 2024
travis-tracker-v2
Public
Python
•8•2•9•0•Updated Nov 14, 2024Nov 14, 2024
serve_config_examples
Public
Python
•18•9•3•1•Updated Nov 13, 2024Nov 13, 2024
pygloo
Public
Pygloo provides Python bindings for Gloo.
C++
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Apache License 2.0
•10•17•3•4•Updated Oct 29, 2024Oct 29, 2024
Ray-Connect
Public
Material for Ray Connect 2024 Conference
Apache License 2.0
•2•10•0•0•Updated Oct 23, 2024Oct 23, 2024
kuberay-helm
Public
Helm charts for the KubeRay project
Mustache
•20•36•5•3•Updated Sep 29, 2024Sep 29, 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
•23•94•34•0•Updated Aug 28, 2024Aug 28, 2024
serve_workloads
Public
Python
•5•2•0•0•Updated Aug 12, 2024Aug 12, 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
•234•1.7k•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
•34•146•44•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•92•8•2•Updated Jun 21, 2024Jun 21, 2024
docu-mentor
Public
Python
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MIT License
•4•10•1•0•Updated Jun 2, 2024Jun 2, 2024
ray-llm
Public archive
RayLLM - LLMs on Ray
distributed-systems transformers ray serving large-language-models llm llmops llm-serving llm-inference
Python
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Apache License 2.0
•93•1.2k•58•7•Updated May 28, 2024May 28, 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
•68•358•4•1•Updated Feb 13, 2024Feb 13, 2024
lightgbm_ray
Public
LightGBM on Ray
Python
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Apache License 2.0
•7•46•4•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
141•4.1k•9•1•Updated Jan 16, 2024Jan 16, 2024
llmperf-leaderboard
Public
Apache License 2.0
•13•438•7•0•Updated Jan 10, 2024Jan 10, 2024
test_dag
Public
Python
•6•0•0•0•Updated Jan 3, 2024Jan 3, 2024
ray-data-user-testing
Public
The repo to study Ray Data CUJ
Jupyter Notebook
•0•0•0•0•Updated Nov 13, 2023Nov 13, 2023
tune-sklearn
Public archive
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
bayesian-optimization hyperparameter-tuning automl gridsearchcv scikit-learn
Python
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Apache License 2.0
•51•467•33•2•Updated Nov 6, 2023Nov 6, 2023
llmval-legacy
Public
Jupyter Notebook
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Apache License 2.0
•0•2•0•0•Updated Nov 6, 2023Nov 6, 2023