For differences between the various versions, please see the version history or the "ChangeLog" file that comes with the distribution. As of version 2.7 documentation is included in the distribution in the "src/doc" subdirectory.
Bob Michaels was so kind to write a fairly detailed set of installation instructions.
Concerning Linux, please see the Linux installation notes and Jeff Templon's Linux page.