Getting Started

Prerequisites

Python 3.10 or higher
Git

Installation

Clone the repository and create a virtual environment:

git clone https://github.com/metesahankurt/heart-disease-uci.git
cd heart-disease-uci
python3 -m venv venv
source venv/bin/activate   # Windows: venv\Scripts\activate

Install dependencies:

pip install tensorflow scikit-learn pandas numpy matplotlib seaborn jupyter

Running the Notebook

jupyter notebook heart_disease_classification.ipynb

The notebook is self-contained — it loads heart.csv, preprocesses the data, trains the model, and runs all experiments in sequence.

Repository Structure

heart-disease-uci/
├── heart_disease_classification.ipynb   # Main notebook (Turkish)
├── heart.csv                            # Dataset (UCI Heart Disease)
├── docs/                                # Documentation (Mintlify)
└── README.md

License

MIT License — free to use, adapt, and build upon.