Help on understanding mlops tools.

This page summarizes the projects mentioned and recommended in the original post on

Our great sponsors
  • SonarQube - Static code analysis for 29 languages.
  • Scout APM - Less time debugging, more time building
  • SaaSHub - Software Alternatives and Reviews
  • metaflow

    :rocket: Build and manage real-life data science projects with ease!

    Reading up on TFX ( it is written in python and thus (IMO) cannot cover infrastructure aspects. I feel that it somewhat compares to Metaflow ( As I have read more about Metaflow than TFX I'll keep going with Metaflow. It's a python sdk to streamline your ml pipeline wrapping your python annotated code in nodes of a DAG that can be scheduled on your infrastructure (see:

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts