DVC
Version Control
Overview
Developed byIterative
Founded2017
LicenseApache License 2.0
Open source✓ Open Source
Use casedata version control and ML experiment tracking
Technical
Integrates with
Also see
Alternative to
Competes with
Knowledge graph stats
Claims35
Avg confidence90%
Avg freshness100%
Last updatedUpdated 18 days ago
Trust distribution
100% unverified
DVC
product
Data Version Control system for ML projects providing experiment tracking and reproducibility.
Compare with...open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| data version control and ML experiment tracking | ○Unverified | High | Fresh | 1 |
| Data version control and machine learning experiment management | ○Unverified | High | Fresh | 1 |
| Data version control and machine learning pipelines | ○Unverified | High | Fresh | 1 |
| data version control and ML pipeline management | ○Unverified | High | Fresh | 1 |
| data version control for machine learning | ○Unverified | High | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
| Git | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free | ○Unverified | High | Fresh | 1 |
| free open source | ○Unverified | High | Fresh | 1 |
| Free and open source | ○Unverified | High | Fresh | 1 |
written in
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
maintained by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Iterative | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Iterative | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Git | ○Unverified | High | Fresh | 1 |
| Azure Blob Storage | ○Unverified | High | Fresh | 1 |
| Amazon S3 | ○Unverified | High | Fresh | 1 |
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| S3 | ○Unverified | High | Fresh | 1 |
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
| Azure Blob Storage | ○Unverified | High | Fresh | 1 |
| SSH | ○Unverified | Moderate | Fresh | 1 |
| HTTP | ○Unverified | Moderate | Fresh | 1 |
supports storage
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Google Cloud Storage | ○Unverified | High | Fresh | 1 |
| Azure Blob Storage | ○Unverified | High | Fresh | 1 |
| Amazon S3 | ○Unverified | High | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Git LFS | ○Unverified | Moderate | Fresh | 1 |
| MLflow | ○Unverified | Moderate | Fresh | 1 |
| Pachyderm | ○Unverified | Moderate | Fresh | 1 |
| MLflow Tracking | ○Unverified | Moderate | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2017 | ○Unverified | Moderate | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Weights & Biases | ○Unverified | Moderate | Fresh | 1 |
| MLflow | ○Unverified | Moderate | Fresh | 1 |
| Pachyderm | ○Unverified | Moderate | Fresh | 1 |