MLflow organizes company profiles, providers, and product options around related products, services, and industry information so readers can research product differences, service quality, use cases, and industry changes.
MLflow is an open source ML lifecycle platform initiated by Databricks in 2018 and now a Linux Foundation project. It offers experiment tracking, model registry and model serving with a framework-agnostic, lightweight design and about 20,000 GitHub stars.
Databricks is a US data lakehouse and AI platform founded in 2013 by the UC Berkeley AMPLab team, valued at over $43B in 2024, unifying data engineering, MLflow, and DBRX large-model capabilities.
