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SPECIFICTION
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DVCLive vs Sacred

DVCLive

dvc.org

Sacred

github.com

Side by side

FigureDVCLiveSacred
Price fromFree—
Free planYes—
Free trial——
Open source——
Linux—Yes
APIYes—
Self-hosted—Yes
Plans published10
Spec score · ML Experiment Tracking Software7.8 (#10)6.5 (#33)
Optional dependenciesInstall extras for image logging, plots, Scikit-learn plots, Markdown reports, and supported ML framework integrations.NumPy and PyMongo are optional dependencies that offer additional features.
PurposeDVCLive is a Python API module for logging machine learning parameters, metrics, artifacts, images, and plots.Sacred helps configure, organize, log, and reproduce computational experiments.
SupportDVC directs users to its Discord community, GitHub issues, and forum for help and feedback.The README directs usage questions to Stack Overflow under the python-sacred tag and invites bug reports and feature requests through GitHub issues.

Plans

DVCLive

  • DVCLiveFree

DVCLive pricing →

Sacred

No plans published.

Sacred pricing →

In their own words

DVCLive

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

Visit dvc.org

Sacred

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

Visit github.com