Diabetes Prediction using Deep Learning

A simple diabetes prediction model built using TensorFlow/Keras with a 62% accurate prediction.

Dataset

• Pima Indians Diabetes Dataset

Technologies Used

• Python
• TensorFlow/Keras
• NumPy
• Pandas

Files

• dltraining.py - Trains the model and saves it.
• diabetesprediction.py - Loads the saved model and predicts diabetes.
• model.json - Model architecture.
• model.weights.h5 - Trained weights.

How to Run

1. Install dependencies

pip install -r requirements.txt

2. Train the model

python dltraining.py

3. Run prediction

python diabetesprediction.py