chytac/tic-tac-toe-probable-winner

Tic-Tac-Toe Probable winner

My first attempt to create model and to learn TensorFlow. Goal was to create NN, which take tic-tac-toe board and output the winner.

Web application: Huggingface Space - Tic-Tac-Toe Probable Winner
Jupyter notebook for trainig: Datalore - Tic-Tac-Toe Neural Network

Neural network

Input is a tensor of shape (9, 3)

• 9 represents the tic-tac-toe board
• 3 represents the state of the box:
  • [1, 0, 0] for O Player
  • [0, 1, 0] for X Player
  • [0, 0, 1] for empty space

Output is a tensor of shape (3):

• Index 0 represents 0 player win
• Index 1 represents X player win
• Index 2 represents that there is no winning condition