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lightgbm-app

This is a simple web application with Streamlit that uses the LightGBM model.

Requirements

  • Python 3.10
  • LightGBM 4.4.0
  • SHAP 0.45.1
  • Matplotlib 3.9.0
  • Streamlit 1.36.0
  • Streamlit-SHAP 1.0.2

Setup

Install the required packages:

pip install -r requirements.txt

Usage

Run the web application:

streamlit run lightgbm-app.py

License

This project is licensed under the MIT License - see the LICENSE file for details.