Python · Apache-2.0
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.
★ 44.2k
Stars
8.2k forks · 3.8k open issues
+8.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
47.2
Momentum / 100
see the breakdown below
10y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 18.4 | +8.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.4 | last week ran 1.03× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 13.5 | 44.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 47.2 | sum of the above |
Detail
| Topics | data-sciencedeep-learningdeploymentdistributedhyperparameter-optimizationhyperparameter-searchlarge-language-modelsllmllm-inferencellm-servingmachine-learningoptimizationparallelpythonpytorchrayreinforcement-learningrllibservingtensorflow |
| Matched on | LLM & Inference (large-language-models, llm, llm-inference, llm-serving) |
| Short window | +57 stars over 7 days = 8.1/day |
| Long window | +206 stars over 26 days = 7.9/day |
| Lifetime average | 12.07 stars/day over 3,663 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |