[D] What MLOps platform do you use, and how helpful are they?

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

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  • ploomber

    The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

  • This.

  • guildai

    Experiment tracking, ML developer tools

  • Disclosure - I'm the author of Guild AI so take this for the biased opinion that it is.

  • WorkOS

    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.

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  • polyaxon

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  • Disclosure - I'm the author of Polyaxon.

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.

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