I know of no scheduled bus service from MSY to Bay St Louis, MS.
Greyhound used to have a route, but their site did not list the Gulf Coast now. Did I just miss it?
Once, there was train service, from Poydras Station, but do not see the Hummingbird listed.
Hope others can help.