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An open-source system for Machine Learning model versioning, metadata, and experiment management. 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.
Features
- Works on Docker, Kubernetes
- Clients in Python and Scala
- Beautiful dashboards for model performance and reporting
- Flexible metadata logging including metrics, artifacts, tags and user information
- Git-like operations on any model
- Integration into state-of-the-art frameworks like Tensorflow and PyTorch
- Battle-tested in production environments
Project Samples
Categories
Machine LearningLicense
Apache License V2.0Follow ModelDB
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