Library/rayForked

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.

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ray-project

ray-project

ray-project • individual

Stars

41,868

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Forks

7,394

Using upstream fork count

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0

Activity Score

0/100

449 commits in 30d

Created

Oct 25, 2016

Project creation date

README Summary

Ray is an open-source unified compute framework that makes it easy to scale AI and Python workloads from reinforcement learning to deep learning to tuning and model serving. It provides a core distributed runtime and a toolkit of libraries (Ray Train, Ray Tune, Ray Serve, etc.) for machine learning at any scale. Ray runs on any machine, cluster, cloud provider, and Kubernetes, and features a growing ecosystem of community integrations.

AI Dev Skills

Unmapped

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

Tags

Distributed ComputingReinforcement LearningHyperparameter OptimizationDistributed TrainingParallel ProcessingModel ServingAutoMLRay TuneRay RLlibRay ServeRay TrainDistributed Machine LearningCluster ComputingActor Model ProgrammingTask ParallelizationSelf-hostedScalable AIAutoML Pipeline ExecutionKubernetesTabularDistributed AIVideoTextParallel Data ProcessingOn-premiseLarge-scale Data AnalyticsMLOpsAI InfrastructureMultimodalImageMulti-node Experiment ManagementAudioCloudModel Serving and InferenceScalable Feature EngineeringMulti-cloudCompound AI SystemsDistributed SimulationHyperparameter Tuning at ScaleDistributed Model TrainingReinforcement Learning TrainingPython

Taxonomy

Recent Activity

Updated 27 days ago

7 Days

85

30 Days

449

90 Days

1494

Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationInference & ServingML Platform & InfrastructureCoding & Dev ToolsData Science & AnalyticsMultimodal AIOther AI / MLGenerative MediaFoundation ModelsModel TrainingRobotics

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Oct 25, 2016
Forked
Mar 13, 2026
Your last push
27 days ago
Upstream last push
6 days ago
Tracked since
Mar 17, 2026

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