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

Install or connect DVC Studio; then check its status, ports and certificate from FrontierStack. The same screen links to firewall checks, Malware Audit and backups where they apply.

Related in ML Workbench

• MLflow
• pandas
• Polars
• scikit-learn
• XGBoost
• PyTorch
• Kaggle
• Kubeflow