Neural Network Tic Tac Toe! 🧠❌⭕

For my 6th grade science fair project, I coded a neural network in Scratch and trained it to play tic tac toe. It has 9 input neurons, 18 hidden neurons, and 9 output neurons, and it trains by having bots play against each other and keeping the winner's weights.

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Play it! 🎮

Press the green flag to play or train again. It won't reset the training, only reloading the page will.

Don't forget to leave a heart and star on Scratch if it beat you! ❤️⭐


Open it on Scratch (works better on a phone!)


My slides 📊

These are the slides from my science project presentation.

Slides coming soon!


Thanks for playing! 😃