Netflix open-sources its Python Framework ‘Metaflow’ for building and managing data science projects

Key Features:

1. Use Metaflow with Data Science Python tools like PyTorch, Tensorflow, SciKit Learn, etc.
2. Metaflow helps to design workflow easily with higher scalability and deployment.
3. It sets the versions and tracks data and experiments automatically.
4. It lets you inspect results easily in notebooks.
5. In terms of scalability, Metaflow provides built-in integrations to the storage, compute, and machine learning services in the Amazon Web Services (AWS).

Github: https://github.com/Netflix/metaflow

Documentation: https://docs.metaflow.org/

By design, Metaflow is a deceptively simple Python library as shown below:

Installation

 Install metaflow from pypi:

pip install metaflow

You can access tutorial by typing

metaflow

Video: Human-Centric Machine Learning Infrastructure @Netflix