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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.

PythonApache-2.0Actively maintained · Pushed 0d ago#data-science#deep-learning#deployment#distributed#hyperparameter-optimization#hyperparameter-search#large-language-models#llm
Best
#650
All-time
DocumentationOpen on GitHub
stars
44.2k
forks
8.3k
issues
3.7k
Daily star gain
—
days old
2d
All-time #650
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Architectural Persona
High-Adoption Ecosystem Core
Substantial fork ratio reflecting heavy downstream adaptation
Combat Score
65
/ 100
7-Day Star Velocity
0
Fork/Star Adoption
18.7%

Cumulative stars

Next Milestone: 50k (5.8k stars to go)+2 (2d)
2026-11-08: 44.2k
Daily star gain
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Best: #644
2026-11-08: #650 on overall
#1#326#650
Head-to-Head Delta

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13 stars to pass #649+130 stars ahead of #651
#649
gkd-kit/gkdPreceding
44.2k
#650
ray-project/rayActive Target
44.2k
#651
44.1k

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