Metaflow

Metaflow

A framework for real-life ML, AI, and data science

Monthly visits:48226
Visit
Metaflow screenshot

Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. It makes it easy to use any Python libraries for models and business logic, deploy workflows to production with a single command, track and store variables inside the flow automatically for easy experiment tracking and debugging, and create robust workflows in plain Python. Metaflow is used by hundreds of companies, including Netflix, 23andMe, and Realtor.com.

For Tasks:

Click tags to check more tools for each tasks

For Jobs:

Features

Advantages

  • Makes it easy to build and manage real-life ML, AI, and data science projects
  • Can be used with any Python libraries
  • Simplifies deployment to production
  • Provides automatic experiment tracking and debugging
  • Enables the creation of robust workflows in plain Python

Disadvantages

  • Can be complex to set up and configure
  • May not be suitable for small projects
  • Requires a strong understanding of Python

Frequently Asked Questions

Alternative AI tools for Metaflow

Similar sites

For similar tasks

For similar jobs