DVC
Data Version Control
Overview
Developed byIterative
Founded2017
LicenseApache License 2.0
Open source✓ Open Source
Use casedata versioning and machine learning pipeline management
Technical
Protocols
Integrates with
Knowledge graph stats
Claims28
Avg confidence92%
Avg freshness100%
Last updatedUpdated 5 days ago
Trust distribution
100% unverified
Governance
Not assessed
DVC
product
Open-source version control system for machine learning projects, managing data and model versioning.
Compare with...open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Git | ○Unverified | High | Fresh | 1 |
| Azure Blob Storage | ○Unverified | High | Fresh | 1 |
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
| Amazon S3 | ○Unverified | High | Fresh | 1 |
| MLflow | ○Unverified | Moderate | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| data versioning and machine learning pipeline management | ○Unverified | High | Fresh | 1 |
| data version control for machine learning | ○Unverified | High | Fresh | 1 |
| data version control for machine learning projects | ○Unverified | High | Fresh | 1 |
| data version control and ML experiment tracking | ○Unverified | High | Fresh | 1 |
written in
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free and open source | ○Unverified | High | Fresh | 1 |
| free open source | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Git | ○Unverified | High | Fresh | 1 |
| Python | ○Unverified | High | Fresh | 1 |
maintained by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Iterative | ○Unverified | High | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Iterative | ○Unverified | High | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| S3 | ○Unverified | High | Fresh | 1 |
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
| SSH | ○Unverified | High | Fresh | 1 |
supports storage
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Amazon S3 | ○Unverified | High | Fresh | 1 |
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
supports format
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| YAML | ○Unverified | High | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Git LFS | ○Unverified | Moderate | Fresh | 1 |
| MLflow | ○Unverified | Moderate | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| MLflow | ○Unverified | Moderate | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2017 | ○Unverified | Moderate | Fresh | 1 |