GuiNN checkers is a free program that plays standard 8x8 checkers. It has its own GUI, and uses Neural Nets for the evaluation. It also supports the CheckerBoard interface. This Neural Net version was created as a generality test for the neural net code I had initially written for chess endgames. It is a quite strong checkers program.
For more information visit www.3dkingdoms.com/checkers.htm
Platform : 64-bit Windows. (Can compile from source to 32-bit also.)
Note : While I expect I may update this repo at some point, I consider this an unsupported release. GuiNN 2.06 includes changes by Ed Gilbert for 2.05