Our Verdict
MLflow is an open-source platform for managing the machine learning lifecycle, including experiment tracking, model packaging, and deployment. Its key strengths include: open-source with no license costs and full control over self-hosted infrastructure.. Consider that: self-hosting requires managing server, database, and storage costs (~$200/month for small teams)..
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