You collaborate within dedicated project spaces, akin to GitHub repositories, to tackle specific machine learning challenges.
Valohai projects are linked to remote Git repositories, supporting various hosting services such as GitHub, BitBucket, and GitLab. Each connected repository houses a valohai.yaml configuration, outlining the project’s structure and defining permissible “runs” within it. These runs encompass single runs, pipelines, or deployments, catering to tasks like data preprocessing, model training, performance evaluation, and inference.
Ownership of a project can reside with an individual user, an organization, or a specific team within an organization. Ownership dictates access privileges to the project and its data outputs.
Inviting new Collaborators to a project is a seamless process, allowing you to include individuals beyond the initial project ownership, such as external partners, end-customers, or colleagues from your organization who aren’t part of the project’s owning team.