Users can now unsubscribe from all repositories owned by a given user or organization.
Navigate to github.com/watching to find a list of the repositories that you are subscribed to.
The Unwatch All button gives you the option to unsubscribe from all repositories, or just the ones that belong to a specific user or owner.
It will appear when you are watching all activity or custom notifications on over 10 repositories.