ModelDB is an open-source system to version machine learning models including their ingredients code, data, config, and environment and to track ML metadata across the model lifecycle.
Use ModelDB in order to:
Make your ML models reproducible Manage your ML experiments, build performance dashboards, and share reports Track models across their lifecycle including development, deployment, and live monitoring
The R client provides the following capabilities:
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