You can delete only those projects to which you have unrestricted access.
To delete a project
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From the Navigation View, double-click the Projects tab.
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In the List View, right-click the project you want to delete.
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From the menu, select Delete.
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Click Yes to confirm you want to delete the project, and if necessary, remove any related objects. The project is deleted from the repository.