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:

rye sync

Usage

Run the web application:

rye run streamlit run ./src/lightgbm_app/main.py

License

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