Citable repository profile

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Repository facts

Topics
raydistributedparallelmachine-learningreinforcement-learningdeep-learningpythonrllibhyperparameter-searchoptimizationdata-sciencehyperparameter-optimization
License
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Latest release
No GitHub release found
Homepage
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Answer capsule

As of June 21, 2026, ray-project/ray has 42.9k GitHub stars. GitStarClub tracks its Python profile, 10k in December 2019, and latest recorded month of May 2026 with +38 stars, combining identity, milestone, current-star, and monthly curve fields for answerable repository history without runtime inference. - GitStarClub

Data as of
June 21, 2026
Source
GitStarClub

Star trend

10k2018-01 · +740 ★2018-03 · +923 ★2017201820192020202120222023202420252026

Milestones

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ray-project/ray milestones

As of June 21, 2026, GitStarClub records ray-project/ray crossing 10k in December 2019. These milestone dates come from frozen repository fields and link back to the matching monthly ranking pages. Source: GitStarClub repository star history.

Ranking appearances

Monthly ranking periods where this repository appeared in the precomputed GitStarClub flow rankings.

Explore related pages

Owner, category, similar repository, and ranking-period routes connected to this repository.

Frequently asked questions

How many GitHub stars does ray-project/ray have?

As of June 21, 2026, ray-project/ray has 42.9k GitHub stars. GitStarClub reads that value from GitStarClub's precomputed repository data.

What language and owner does GitStarClub show for ray-project/ray?

ray-project/ray is shown as a Python repository owned by ray-project. The page also links to the owner profile and matching category pages when those fields are present.

When did ray-project/ray cross major star milestones?

ray-project/ray crossed 10k in December 2019 according to frozen milestone fields in GitStarClub's precomputed repository data.

What is the latest monthly growth point for ray-project/ray?

The latest precomputed monthly point for ray-project/ray says May 2026 recorded +38 stars and ended at 42.7k total stars. The chart and recent table are rendered from the same curve fields.

Does this repository FAQ use live search or AI?

No. GitStarClub renders this repository FAQ from deterministic templates over GitStarClub's precomputed data, without runtime AI, search, or a database.