We have renamed DVC Studio to Iterative Studio.
First, sign in to your Iterative Studio dashboard using your GitHub.com, GitLab.com, or Bitbucket.org account, or with your email address.
- If this is the first time you are signing in to Iterative Studio, you will
see that there already exists a
Demoproject that connects to an example repository. Use this project to explore the features that Iterative Studio has to offer.
When you first login, an example project is already created for you to explore, and you can add more projects.
- Each project on this dashboard displays the metrics that Iterative Studio
identified in your Git repository. In the figure above, you can see that
roc_aucmetrics are displayed.
To connect to a new repository, click on
Add a Project. All the organizations that you have access to will be listed.
If you do not see your desired organizations or Git repositories, make sure that the connection to your Git server has been set up.
To connect to your GitHub repositories, you must install the Iterative Studio GitHub app. Refer to the section on GitHub app installation for more details.
To connect to repositories on your self-hosted GitLab server, you must first add a connection to this server and create a team. Refer to the section on self-hosted GitLab server support for more details.
Open the organization whose repository you want to connect to. You can also use the search bar to directly look for a repository.
Specify additional connection settings if required.
Project settings must be configured if you are connecting to a non-DVC repository, if your metrics are in some custom files, if you are connecting to a monorepo, or if your metrics are in cloud or other remote storage. However, you can configure the project settings after the project has been created. So you can
Skip and Continuenow. Refer to the Project Settings section for more details.
You should now see that a project has been added in your dashboard.
- If your project requires any of the additional settings, then remember to
configure them by opening the project settings. Otherwise, your project may
not work as expected. To go to project settings, click on the
in the project. In the menu that opens up, click on
- You can also create multiple projects from a single Git repository.
You can use the project to explore ML experiments.
You can also make your projects public.
You can use your project to submit new experiments from Iterative Studio.
You can add new models to the model registry by clicking on the
Add a modelbutton and following on-screen instructions. Models that are already in the repository as well as models stored in remote (cloud) storages can be registered in this way.
To view the details of a model, click on the name of the model.