DVC
Verified Open SourceGit for data — version control for ML data, models, and pipelines
DVC (Data Version Control) is an open-source ML experiment and data versioning tool built on top of Git. It enables reproducible ML pipelines, tracks datasets and models alongside code, and integrates with all major cloud storage providers.
Product Overview
Use Cases
- Data Versioning
- Reproducible Pipelines
- Model Registry
- CI/CD for ML
Ideal For
ML EngineersData ScientistsAI Platform Teams
Architecture Fit
Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source
Technical Details
- Deployment Model
- self-hosted
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