After hours, not only is it "not really Class D", it's "not class D" so fill yer boots and fly, nobody can stop you.
Crazy that at 5:59pm with ATC you cannot freely fly (non instructional), but at 6:01pm with no ATC, you can. It's just plain stupid.
Class D, and "not class D" do not require a transponder. (see AIP).