DVC Studio on a Mac
Data/model version control + experiment dashboard · ML Workbench
DVC (Data Version Control) git-versions datasets and models and tracks ML experiments; DVC Studio is the web dashboard on top — visualize experiments, compare metrics and manage model registries across repos. pip install dvc; Studio is hosted, or self-host the on-prem image.
Run DVC Studio with FrontierStack
FrontierStack lists DVC Studio in its ML Workbench catalog. Install or connect it from one place, then monitor its status, ports and certificate, secure it with the firewall and Malware Audit, and back it up.
Run it all from one Mac app.
FrontierStack installs, monitors and secures the whole stack — locally and across your fleet — from a single native macOS app.
Download FrontierStack