ray-project

ray-project Joined Sept 2016 View on GitHub

Stars: 57,412; across 107 public repos
Rank: #479; of 94,827 organizations, top 0.5%

Repositories with 50+ stars

ray-project's repositories with their overall rank
Rank	Repository	Language	Stars
656	ray Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.	Python	44,250
15,286	llm-numbers Numbers every LLM developer should know		4,311
36,618	llm-applications A comprehensive guide to building RAG-based LLM applications for production.	Jupyter Notebook	1,864
53,994	ray-llm RayLLM - LLMs on Ray (Archived). Read README for more info.		1,260
59,703	llmperf LLMPerf is a library for validating and benchmarking LLMs	Python	1,128
82,632	tutorial	Jupyter Notebook	789
131,670	llmperf-leaderboard		473
132,922	tune-sklearn A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.	Python	468
135,522	ray-educational-materials This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.	Jupyter Notebook	458
159,351	raydp RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.	Scala	381
205,238	deltacat 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	285
245,035	langchain-ray Examples on how to use LangChain and Ray	Python	231
259,979	ray_lightning Pytorch Lightning Distributed Accelerators using Ray	Python	215
322,278	rl-experiments Keeping track of RL experiments		166
344,664	xgboost_ray Distributed XGBoost on Ray	Python	153
465,937	mobius Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.	Java	105
495,772	rayfed A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.	Python	97
655,623	enhancements Tracking Ray Enhancement Proposals		68
671,344	kuberay-helm Helm charts for the KubeRay project	Mustache	66
732,699	plasma A minimal shared memory object store design	C	59
809,287	lightgbm_ray LightGBM on Ray	Python	52

Among 94,827 organizations

40k–63k stars: 368 organizations, including ray-project

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and organizations in each band on a log scale

Where the stars are

ray 44.3k, 77%llm-numbers 4.3k, 8%llm-applications 1.9k, 3%ray-llm 1.3k, 2%llmperf 1.1k, 2%

9 more repos 981, 2%

tutorial 789, 1%

Smaller repos 533, 1%

llmperf-leaderboard 473, 1%tune-sklearn 468, 1%ray-educational-materials 458, 1%raydp 381, 1%deltacat 285, <1%langchain-ray 231, <1%

Languages

Python 46.9k stars, 82% · 9 repos
Jupyter Notebook 3.1k stars, 5% · 3 repos
Scala 381 stars, 1% · 1 repo
Java 105 stars, <1% · 1 repo
Mustache 66 stars, <1% · 1 repo
C 59 stars, <1% · 1 repo

When they were made

21 repos with 50+ stars, made between 2016 and 2023

101001k10k100k llm-applicationsllm-numbersray

Quick stats

Next rank: +47 stars to reach #478
Next milestone: +133,313 stars to reach the top 0.1%
Public repos: 107, 21 with 50+ stars
Popular repos: 5 over 1k stars, 1 over 10k stars
Top repo: ray, #656 of all repos, 77% of stars
Smaller repos: 533 stars from repos under 50