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Netflix/metaflow

metaflow

Build, Manage and Deploy AI/ML Systems

View on GitHub↗Upstream Netflix/metaflow↗

Builder

Netflix

Netflix

Netflix • individual

Stars

10,112

Using upstream star count

Forks

1,281

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 17, 2019

Project creation date

README Summary

[Metaflow](https://metaflow.org) is a human-centric framework designed to help scientists and engineers **build and manage real-life AI and ML systems**. Serving teams of all sizes and scale, Metaflow streamlines the entire development lifecycle—from rapid prototyping in notebooks to reliable, maintainable production deployments—enabling teams to iterate quickly and deliver robust systems efficiently.

Community Evaluation

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AI Dev Skills

Unmapped

Data Pipeline ManagementDistributed ComputingExperiment TrackingFeature EngineeringML InfrastructureMLOpsModel Training PipelineModel VersioningWorkflow Orchestration

Tags

Data Pipeline ManagementDistributed ComputingExperiment TrackingFeature EngineeringML InfrastructureMLOpsModel Training PipelineModel VersioningWorkflow OrchestrationAPIData ScienceDeep LearningForkedPythonStatisticsTutorial

Taxonomy

AI Trends

MLOpsML InfrastructureModel Lifecycle Management

category

Data Science & AnalyticsDev Tools & AutomationLearning Resources

Deployment Context

CloudOn-premiseAWSAzureKubernetes

Modalities

TabularTextImage

Skill Areas

MLOpsWorkflow OrchestrationModel VersioningDistributed ComputingFeature EngineeringModel Training PipelineExperiment TrackingData Pipeline ManagementML Infrastructure

tag

APIData ScienceDeep LearningForkedPythonStatisticsTutorial

Use Cases

ML Model Training PipelineData Processing WorkflowsModel Experiment TrackingProduction ML DeploymentBatch Data ProcessingFeature Pipeline ManagementModel Performance Monitoring

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

9

fix: install remotes package for R CI test (#3037)

Shashank Srikanth • Mar 20, 2026

253de86

release: 2.19.22 (#3036)

Shashank Srikanth • Mar 19, 2026

3dbb351

Allow extensions to register custom Click parameter types for Runner API (#3005)

Shashank Srikanth • Mar 17, 2026

2758d42

Quality

production
Quality
high
Maturity
production

Categories

Data Science & AnalyticsPrimaryDev Tools & AutomationLearning ResourcesOther AI / ML

PM Skills

Data & EvaluationDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Sep 17, 2019
Forked
Mar 23, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 20, 2026

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