Library/kubeflow
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kubeflow/kubeflow

kubeflow

Machine Learning Toolkit for Kubernetes

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kubeflow

kubeflow

kubeflow • individual

Stars

15,551

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Forks

2,628

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Activity Score

0/100

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Created

Nov 30, 2017

Project creation date

README Summary

Kubeflow is a machine learning toolkit for Kubernetes that makes deployments of ML workflows on Kubernetes simple, portable and scalable. It provides a comprehensive platform for developing, training, and serving machine learning models in cloud-native environments. The project aims to make machine learning accessible to everyone by leveraging Kubernetes orchestration capabilities.

AI Dev Skills

Unmapped

MLOps Pipeline OrchestrationKubernetes Container OrchestrationDistributed Model TrainingML Workflow ManagementHyperparameter TuningModel Serving and DeploymentJupyter Notebook ManagementML Pipeline AutomationContainer-based ML DevelopmentCloud-Native ML Architecture

Tags

MLOps Pipeline OrchestrationKubernetes Container OrchestrationDistributed Model TrainingML Workflow ManagementHyperparameter TuningModel Serving and DeploymentJupyter Notebook ManagementML Pipeline AutomationContainer-based ML DevelopmentCloud-Native ML ArchitectureML Pipeline OrchestrationSelf-hostedMulti-tenant ML PlatformCloud-native AIKubernetes OrchestrationMLOpsContainer-based ML DeploymentImageML Experiment TrackingJupyter Notebook as a ServiceOn-premiseModel ServingHyperparameter OptimizationScalable ML InfrastructureCloudMultimodalDistributed Machine LearningTextTabularMachine Learning Pipeline ManagementML Experiment Management

Taxonomy

Recent Activity

Updated 3 months ago

7 Days

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryMultimodal AIOther AI / MLObservability & MonitoringInference & ServingML Platform & InfrastructureData Science & AnalyticsFoundation ModelsModel Training

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

No language breakdown recorded.

Timeline

Project created
Nov 30, 2017
Forked
Mar 22, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Jan 5, 2026

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