DVC
by Iterative · open-source · Last verified 2026-03-17
Open-source version control system for machine learning projects with Git-like data management. Provides data versioning, experiment tracking, and ML pipeline management alongside your existing Git workflow.
https://dvc.org ↗C+
C+—Average
Adoption: BQuality: AFreshness: ACitations: C+Engagement: F
Specifications
- License
- Apache-2.0
- Pricing
- open-source
- Capabilities
- data-versioning, experiment-tracking, pipeline-management, remote-storage, metrics-tracking
- Integrations
- github, gitlab, aws-s3, gcs
- Use Cases
- data-versioning, experiment-management, ml-pipeline-orchestration, reproducibility
- API Available
- Yes
- SDK Languages
- python
- Deployment
- self-hosted, iterative-studio
- Rate Limits
- N/A (self-hosted); Iterative Studio plans vary
- Data Privacy
- Self-hosted, user-managed; data stays in your storage
- Tags
- version-control, data-versioning, ml-pipelines, git
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
54.9Adoption
60
Quality
82
Freshness
80
Citations
58
Engagement
0