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# tictactoe-ntuple
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N-Tuple Neural Network for tic tac toe
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Train N-Tuple Neural network for tic tac toe. The network allows the 1-ply cpu become 'perfect' without exhaustive search. The N-Tuple network consists of all eight tic-tac-toe's row-of-3s, times 2 depending of whose side it is, so a total 432 (8\*54) weights (+ bias) are in this network. Due to symmetries, it can be reduced to 270 (5\*54) weights.
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Train N-Tuple Neural network for tic tac toe. The network allows the 1-ply cpu become 'perfect' without exhaustive search. The N-Tuple network consists of all eight tic-tac-toe's row-of-3s, times 2 depending of whose side it is, so a total 432 (8\*54) weights (+ bias) are in this network. Due to symmetries, it can be reduced to 162 (3\*54) weights.
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