From the Readme:
Mah Jongg II is a second generation version of
the popular tile solitaire game. It can be played with a variety of
options, different tile layouts, different tile sets, etc. Statistics
keeping and tournament play are also included. To get started either read
the .doc file or just start up the game and view the help screens to learn
how to play.