MLflow is the most popular open-source platform for managing the end-to-end machine learning lifecycle. Created by Databricks, it handles experiment tracking, model packaging, deployment, and registry. Self-host or use managed offerings.
How well does MLflow work with AI agents and automation?
MLflow connects with 6+ apps and services.
The AI developer platform
Build, train, and deploy ML models at scale
Unified ML platform for building and deploying AI
Experiment tracking and model registry for ML teams
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