Metaflow
[wtm_mlop_cats]
Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost the productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
Metaflow provides a unified API to the infrastructure stack that is required to execute data science projects, from prototype to production.
Metaflow is licensed under the Apache License, Version 2.0.
Features
Metaflow helps you design your workflow, run it at scale, and deploy it to production. It versions and tracks all your experiments and data automatically. It allows you to inspect results easily in notebooks.