python-tkinter-minesweeper
CIS 365 Project
Exploring neural networks with minesweeper
The files in this repository are as follows:
- minesweeper.py - the main minesweeper game. Only a few helper functions are added for the agent
- agent.py - runs the minesweeper agent. Agents can be configured in the python file
- networktrainer.py - trains a keras neural network from data in “trainingdata.csv”
- *.csv - various files containing training data
- ml.net directory - contains files for ML.NET project
- MinesweeperML.NET contains the model builder configuration and boilerplate code
- MLModel1_WebApi1 contains the API used for interop between the python game and the ML.NET model - the binary generated by this project must be running for the ML.NET agent to work
- keras_model* - directories containing some of the keras models we trained
Original README
Python Tkinter Minesweeper
Minesweeper game written in Python using Tkinter GUI library.
Contents:
- /minesweeper.py - The actual python program
- /images/ - GIF Images ready for usage with Tkinter
- /images/original - Original PNG images made with GraphicsGale
To Do:
- Have specific number of mines, rather than random
- Highscore table
- Adjustable grid and mine count via UI