MLOps Framework
10.0k 2026-04-14
Netflix/metaflow
A human-centric Python framework for building, managing, and deploying real-life AI/ML systems from rapid prototyping to reliable production.
Core Features
Rapid local prototyping, notebook integration, experiment tracking, versioning, and visualization.
Effortless horizontal and vertical scaling in the cloud with fast data access for compute workloads.
Simplified dependency management and one-click deployment to production orchestrators with reactive capabilities.
Quick Start
pip install metaflowDetailed Introduction
Metaflow, originally developed at Netflix and now supported by Outerbounds, is a powerful, human-centric framework designed to streamline the entire lifecycle of AI and ML systems. It empowers scientists and engineers to move seamlessly from rapid prototyping in notebooks to robust, maintainable production deployments. By unifying code, data, and compute, Metaflow boosts productivity for diverse ML projects, enabling quick iteration and efficient delivery of AI/ML experiences across various industries and scales.