ray-project/ray

ray

✅ Recently maintained

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

44,189Stars
8,238Forks
+587-day stars

Python · Apache-2.0 · Last push 2026-11-03

Official repository & installation ↗
raydistributedparallelmachine-learningreinforcement-learningdeep-learningpythonrllibhyperparameter-searchoptimization

GitValue · Value evidence

Unscored · Evidence coverage 0%

Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.

Star history

2025-09-292026-11-03
View historical data
DateStars
2026-10-0543,929
2026-10-0643,939
2026-10-0743,947
2026-10-0843,962
2026-10-0943,971
2026-10-1043,977
2026-10-1143,982
2026-10-1243,993
2026-10-1343,999
2026-10-1444,007
2026-10-1544,018
2026-10-1644,030
2026-10-1744,040
2026-10-1844,048
2026-10-1944,068
2026-10-2044,079
2026-10-2144,091
2026-10-2244,100
2026-10-2344,104
2026-10-2444,115
2026-10-2544,121
2026-10-2644,127
2026-10-2744,140
2026-10-2844,151
2026-10-2944,155
2026-10-3044,166
2026-10-3144,173
2026-11-0144,174
2026-11-0244,184
2026-11-0344,189

Get the project

git clone https://github.com/ray-project/ray.git

Cloning downloads the source. For dependencies and installation, follow the project README.

Related projects & alternative candidates

Related domains do not imply feature parity. Review official documentation and licenses.

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

★ 22,216MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

★ 16,341