ZenML
zenml.io
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Overview
ZenML is a German company founded in 2020 that maintains an open-source framework for portable machine learning pipelines. Its abstractions let teams write a pipeline once and run it on any orchestrator, tracker or cloud, avoiding lock-in as infrastructure changes. The project is widely used by teams standardising how models move from experiment to production.