A graphical Python application inspired by the Harry Potter Sorting Hat. Enter your traits, and the Choixpeau will assign you to your Hogwarts house using the Manhattan distance algorithm and a dataset of fictional students. In this project, I learnt a way on how decisions can be taken by an AI

Jean1000levrai GitHub: https://github.com/Jean1000levrai

The app reads a dataset of students from choixpeauMagique.csv, each labeled with a Hogwarts house and traits:

• Courage
• Loyalty
• Wisdom
• Cunning

When you enter your own traits, the algorithm compares them to the dataset using Manhattan distance and assigns you the house that is most common among your 7 nearest neighbors.

• src/main.py
• src/gui.py
• src/function.py
• src/open_img_tk.py
• choixpeauMagique.csv
• img/

• 🪄 GUI interface with animations using tkinter
• 📊 Data-driven sorting using k-Nearest Neighbors (k-NN, k=7)
• 🎓 Hogwarts-style house assignment
• 🖼️ Visual assets support (Sorting Hat images & speech bubble)

• Python 3.7+
• Required packages listed in requirements.txt (you must create this file with needed libraries, e.g., Pillow)

1. Clone the repository:

   git clone https://github.com/Jean1000levrai/choixpeau.git
   cd choixpeau/
   

2. Install dependencies:

   cd src/
   pip install -r requirements.txt
   cd ..
   

3. Run the application:

   python src/main.py
   

This project is licensed under the MIT license