
You can bungie jump near the Three Visitors Cave, though not recommended as the construction looks really old and badly maintained.
Most people get in by boat. There is an airport located 40min driving out of the city and a main bus station. There are further bus stations at the docks where the river cruises end/start. There is also a train station.
Most boats arrive around 1-1.30am at the docks from where it is possible to catch a bus to Wuhan the same night which for most people might be the most interesting option of getting out. The airport is fairly small but you can fly to: Beijing, Shanghai, Xi'An, Chengdu and lots more destinations in China, though be careful when planning, as smaller destination or less interesting ones (like Xi'An) aren't served every day. Taxi prices to the airport vary from 60-80, there is also a bus going out there, find out in city when and from where it leaves.
Lots of buses, the town is not that big so going by foot is an option. If you want to go to the 'Three Visitors Cave' take bus No.10 leaving at the main Square (hourly or half hourly). A taxi ride out there relies on your bargain skills: ¥10-20, make sure not to pay more, didn't hear of anyone who got driven out there by meter but estimated ¥10-15.
Taxi may or may not use the meter, if you stay in the downtown limits, rides should not exceed ¥10, else you are being ripped off.