Metaflow
metaflow.orgA framework for real-life ML, AI, and data science
Dev Toolsmachine-learningmlopsdata-scienceopen-sourcepythonworkflow-orchestrationcloud
About
Metaflow is an open-source Python framework originally developed at Netflix to help ML engineers and data scientists build, manage, and deploy real-life machine learning and AI projects. It supports the full lifecycle from local development and experimentation to cloud-scale execution on AWS, Azure, Google Cloud, or Kubernetes. The framework handles versioning, tracking, and orchestration automatically, enabling teams to move experiments to production without code changes.
Problem
Building and managing real-life ML and AI projects is complex, requiring tools that handle scaling, tracking, orchestration, and production deployment across diverse infrastructure.
For
ML/AI engineers and data scientists
How it works
Developers define workflows as Python flows, run and test them locally, then scale out to cloud infrastructure (AWS, Azure, GCP, or Kubernetes) with automatic result tracking and one-click production deployment.
Business model
open-source
Status
launched
Company
Netflix (original creator)
Launched
2019