I reviewed 50+ open-source MLOps tools. Here’s the result

• mlrun

  3 1,287 9.9 Python

  MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

  

You should also add MLRun: https://github.com/mlrun/mlrun

• orchest

  44 4,020 4.5 TypeScript

  Build data pipelines, the easy way 🛠️

  

You might want to add https://github.com/orchest/orchest/ to the Pipeline orchestration category (disclaimer: I work at the company making it)

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• fds

  3 382 3.7 Python

  Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

  

Also fds, it's an open source command line wrapper around Git and DVC.

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