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Get Started with Iterative Studio

The following video provides you a quick overview of how to use Iterative Studio.

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  1. Sign in to your Iterative Studio dashboard using your GitHub.com, GitLab.com or Bitbucket.org account, or your email address.

When you sign up, you're on the Free plan by default. To sign up for the Team plan, you should first create a team. Then go to the team's settings page and in the Plan and billing section, click on Change plan. To sign up for the Enterprise plan, contact us. To compare the different plans, check out our pricing details.

  1. If this is the first time you are signing in to Iterative Studio, you will see that there already exists a Demo view that connects to an example DVC project. Use this view to explore the features that Iterative Studio has to offer.

When you first login, an example view is already created for you to explore, and you can add more views.

  1. Each view on this dashboard displays the metrics that Iterative Studio identified in your Git repository. In the figure above, you can see that avg_prec and roc_auc metrics are displayed.

  2. To create a new view, click on Add a View. 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 create views from your GitHub repositories, you must install the Iterative Studio GitHub app. Refer to the section on GitHub app installation for more details.

    To create views from 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.

  3. Open the organization whose repository you want to connect to. You can also use the search bar to directly look for a repository.

  4. Specify additional connection settings if required.

View 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 view settings after the view has been created. So, you can Skip and Continue now. Refer to the View Settings section for more details.

You should now see that a view has been added in your dashboard.

  1. If your project requires any of the additional settings, then remember to configure them by opening the view settings. Otherwise, your view may not work as expected. To go to view settings, click on the icon in the view. In the menu that opens up, click on Settings.

  1. You can also create multiple views from a single Git repository.

  2. After creating a view, you can use it to explore the ML experiments as well as submit new experiments from Iterative Studio.

  3. You can also make the view public by sharing it on the web.

  4. You can create a team and invite collaborators. Each team will have its own views dashboard. To create teams with more than 2 team members, sign up for the Team plan or Enterprise plan.

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