Welcome to Metaflow

Metaflow makes it easy to build and manage real-life data science and machine learning projects.

Motivation

• Why Metaflow
• What is Metaflow
• Metaflow Resources

Getting Started

• Installing Metaflow locally
• Deploying Infrastructure for Metaflow
• Quickstart Tutorial

I. Local Development

• Introduction to Developing with Metaflow
• Creating Flows
• Inspecting Flows and Results
• Debugging Flows
• Visualizing Results

II. Scalable Flows

• Introduction to Scalable Compute and Data
• Executing tasks remotely
• Dealing with Failures
• Managing External Libraries
• Loading and Storing Data
• Organizing Results

III. Production Deployments

• Introduction to Production Deployments
• Scheduling Metaflow Flows
• Coordinating Larger Metaflow Projects

API Reference

• Directory of all Metaflow APIs

Internals of Metaflow

• Release Notes
• Technical Overview
• Testing Philosophy
• Contributing to Metaflow