# Diabetes Prediction Using Fuzzy Logic
[GitHub Repo](https://github.com/TINGWEIJING/Diabetes-Prediction-Using-Fuzzy-Logic)

## Quick Start
1. Install dependencies
```
pip install pandas matplotlib numpy scikit-fuzzy xgboost seaborn
```

2. Run the main program
```
python ./FIS.py
```

## Others
- `analysis.ipynb`: contains code for data analysis and rules construction
- `prototype.ipynb`: contains code for build fuzzy inference system prototype and fine tuning