Yes. Copies of a complete set of all the years published are available in Special Collections (Olin Library, 1st floor) as part of the University Archives' Yearbook Collection. All yearbooks are library use only.
It is also possible to request scans of pages from the yearbooks for a fee. Please inquire with Archives & Special Collection for details.