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Heart Disease Classifier

Heart disease classifier is a web app that predict patient that is likely to have heart disease.

Getting Started

Prerequisites

  • Python version >=3.12
  • Install requirements.txt dependencies

Installation

# Clone the repo
git clone https://github.com/Benflow3/disease-prediction.git

# Move into the directory
cd disease-prediction

# Create python environment 
python -m venv .env

#Activate environment 
source .env/Scripts/activate 

# Install dependencies
pip install -r requirements.txt

Usage

cd app

streamlit run app.py
  • Input the patient measure parameters
  • Click predict
  • View result with parameters that contribute to it

Contributing

  1. Fork the project
  2. Create your feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

Next Update

  • Update README.md
  • Deploy to Cloud
  • Wrap service into API

License

Distributed under the MIT License. See LICENSE for more information.

About

This is a machine learning model project that can predict heart diseases base on the input parameter

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