MLflow Logo
MLflow Logo

An open source platform for the complete machine learning lifecycle

  • code library icon

    Works with any ML library, language & existing code

  • cloud icon

    Built to work well with any cloud

  • groups icon

    Designed for 1 or 100,000 person orgs

  • Apache Spark icon

    Scales to big data with Apache Spark™

MLflow (currently in alpha) is an open source platform designed to manage the entire machine learning lifecycle and work with any machine learning library. It currently offers three components:

  • MLflow Tracking

    Record and query experiments: code, data, config, 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 deploy tools

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Join the MLflow community

MLflow is an open source project. To discuss or get help, please subscribe to our mailing list