XetHub
XetHub is a data version control platform that allows teams to collaborate on machine learning data like code.
Overview
Capabilities
Key Features
- Distributed data storage with automatic deduplication
- Scalable to 100TB+ repositories with incremental sync
- Secure sharing of AI assets like Jupyter Notebooks and ML models
- Granular permissions and access controls for data
- Versioned collaboration on datasets through forking and branching
Use Cases
- Controlling data drift in machine learning models
- Collaboration between data science and machine learning teams
- Compliance and governance for sensitive healthcare/financial data
- Model development for industrial AI/IoT use cases
- Model deployment and monitoring for self-driving car datasets
Conclusion
XetHub is ideal for machine learning teams working with large scale datasets that require robust data management, governance and collaborative workflows.
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XetHub
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XetHub is a data version control platform that ...