Metaflow

Build and manage real-life ML, AI, and data science projects with Metaflow. A framework for real-life ML, AI, and data science Open-source Metaflow makes it quick and easy to build and manage real-life ML, AI, and data science projects. Modeling Use any Python libraries for models and business logic. Metaflow helps manage library dependencies, locally and in the cloud. Deployment Deploy workflows to production with a single command and integrate with other systems through events. Versioning Metaflow tracks and stores variables inside the flow automatically for easy experiment tracking and debugging.