[P] ZenML: An extensible, open-source framework to create reproducible machine learning pipelines

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

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  • zenml

    ZenML πŸ™: Build portable, production-ready MLOps pipelines. https://zenml.io.

  • This spins up the infrastructure for you on a target of your choosing. In addition, ZenML takes care of deploying your pipelines to the relevant stack automatically. e.g. Try spinning up a Kubeflow-based stack (https://github.com/zenml-io/zenml/tree/main/examples/kubeflow) on your local machine with this simple command. ZenML will build the container for you, create the Kubeflow pipeline, and run it automatically, with a simple command. In the future, we hope to expand this to include more complex deployments.

  • 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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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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