Suburbs (Saitama), Tokyo
Greater Tokyo has a number of transportation museums.
In Saitama is the railway museum which is the best of the lot, and also the most expensive.
In Tokyo there is the subway museum and the Tobu museum, both of which are worth a look.
Lastly in Kawasaki, Tokyu has their Train and Bus museum.