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ML_for_tictactoe.ipynb		ML_for_tictactoe.ipynb
README.md		README.md
line_fitting.ipynb		line_fitting.ipynb
tictactoe.py		tictactoe.py
tictactoe_data.csv		tictactoe_data.csv
tictactoe_data_random.py		tictactoe_data_random.py

README.md

Chapter 19: Learning from Examples: Machine Learning

Simple ML Examples

Using ML to Play Tic-Tac-Toe

Learn to Score a Tic-Tac-Toe Board by Example
Tic-Tac-Toe data created using 5000 random playouts (with tictactoe_data_random.py). This data can be used to train a state evaluation model.

License

© 2025-2026 Michael Hahsler. All code and documents in this repository are provided under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) License.

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