MLflow Logo
MLflow Logo

An open source platform for the machine learning lifecycle

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  • code library icon

    Works with any ML library, language & existing code

  • cloud icon

    Runs the same way in any cloud

  • groups icon

    Designed to scale from 1 user to large orgs

  • Apache Spark icon

    Scales to big data with Apache Spark™

MLflow (currently in beta) is an open source platform to manage the ML lifecycle, including experimentation, reproducibility and deployment. It currently offers three components:

  • MLflow Tracking

    Record and query experiments: code, data, config, and results.

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  • MLflow Projects

    Packaging format for reproducible runs on any platform.

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  • MLflow Models

    General format for sending models to diverse deployment tools.

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Organizations using and contributing to MLflow

To add your oganization here, email the user list, or take the community survey and check the box at the end.

Join the MLflow community

MLflow is an open source project. To discuss or get help, please subscribe to our mailing list or join us on Slack at