ModelDB is an open source machine learning model versioning, metadata, and experiment management.
Benefits and features
- Manage ML experiments
- Building performance dashboards
- Sharing of reports
- Support for Docker and Kubernetes
- Tracks models across their life cycle
- Support Python and Scala
- Git-like operations on models
- Metadata logging
- Support TensorFlow and PyTorch
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