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SPECIFICTION
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DVCLive vs Oríon

DVCLive

dvc.org

Oríon

orion.readthedocs.io

Side by side

FigureDVCLiveOríon
Price fromFree—
Free planYes—
Free trial——
Open source——
Windows—Yes
macOS—Yes
Linux—Yes
APIYesYes
Self-hosted—Yes
Plans published10
Spec score · ML Experiment Tracking Software7.8 (#10)7.1 (#25)
Experiment trackingLogged data is stored in a dvclive directory and tracked as a DVC experiment for analysis and comparison.Oríon stores trials in a configured database and offers experiment versioning to track trials and their parameters for reproducibility.
PurposeDVCLive is a Python API module for logging machine learning parameters, metrics, artifacts, images, and plots.Oríon is an asynchronous framework for black-box function optimization, including hyperparameter optimization for machine learning.
SupportDVC directs users to its Discord community, GitHub issues, and forum for help and feedback.The project directs users to report questions, issues, bugs, or feature suggestions through its GitHub issue tracker.

Plans

DVCLive

  • DVCLiveFree

DVCLive pricing →

Oríon

No plans published.

Oríon pricing →

In their own words

DVCLive

DVCLive has no write-up on Specifiction yet; its figures are above.

Visit dvc.org

Oríon

Oríon has no write-up on Specifiction yet; its figures are above.

Visit orion.readthedocs.io