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ray-project/ray

ray

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

View on GitHub↗Upstream ray-project/ray↗

Builder

ray-project

ray-project

ray-project • individual

Stars

42,710

Using upstream star count

Forks

7,613

Using upstream fork count

Open Issues

0

Activity Score

0/100

417 commits in 30d

Created

Oct 25, 2016

Project creation date

README Summary

.. image:: https://github.com/ray-project/ray/raw/master/doc/source/images/ray_header_logo.png

Community Evaluation

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AI Dev Skills

Unmapped

Actor Model ProgrammingAutoMLCluster ComputingDistributed ComputingDistributed Machine LearningDistributed TrainingHyperparameter OptimizationModel ServingParallel ProcessingRay RLlibRay ServeRay TrainRay TuneReinforcement LearningTask Parallelization

Tags

Actor Model ProgrammingAutoMLCluster ComputingDistributed ComputingDistributed Machine LearningDistributed TrainingHyperparameter OptimizationModel ServingParallel ProcessingRay RLlibRay ServeRay TrainRay TuneReinforcement LearningTask ParallelizationBackendForkedKubernetesPythonRayResearch / Papers

Taxonomy

AI Trends

Distributed AIMLOpsAI InfrastructureCompound AI SystemsAutoMLScalable AI

category

MLOps & InfrastructureModel TrainingDev Tools & AutomationLearning Resources

Deployment Context

CloudOn-premiseMulti-cloudKubernetesSelf-hosted

Modalities

TabularTextImageAudioVideoMultimodal

Skill Areas

Distributed ComputingReinforcement LearningHyperparameter OptimizationDistributed TrainingParallel ProcessingModel ServingAutoMLRay TuneRay RLlibRay ServeRay TrainDistributed Machine LearningCluster ComputingActor Model ProgrammingTask Parallelization

tag

BackendForkedKubernetesPythonRayReinforcement LearningResearch / Papers

Use Cases

Distributed Model TrainingHyperparameter Tuning at ScaleReinforcement Learning TrainingModel Serving and InferenceParallel Data ProcessingAutoML Pipeline ExecutionMulti-node Experiment ManagementScalable Feature EngineeringDistributed SimulationLarge-scale Data Analytics

Recent Activity

Updated 2 months ago

7 Days

43

30 Days

417

90 Days

1453

[docs][serve][llm] Update data parallel attention documentation (#61706)

Jeffrey Wang • Mar 17, 2026

0670feb

[core][ippr][2/N] add resize_raylet_resource_instances to the python gcs client (#61666)

Rueian • Mar 17, 2026

d269f5b

[core][autoscaler] suppress autoscaler action logs when using a read-only provider (#61732)

Rueian • Mar 17, 2026

f5d37e3

Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationLearning ResourcesModel TrainingSearch & Knowledge

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Oct 25, 2016
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 17, 2026

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