README
About
Streamlit Web App to perform gamma hadron classification based on data by KASCADE experiment.
Dataset is taken from KASCADE Cosmic Ray Data Centre. The application is developed for educational purposes.
How to:
Docker
- Biuld the image:
docker build --tag app:1.1 . - Run the app in the container:
docker run --publish 8344:8344 -it app:1.1
Ready!
Virtual environment
If you don't want to run the app in the container, you can virtual environment using
pipenv shell
and when run the app manually using
streamlit run app.py --server.port 8344
(or any other port you prefer).
Acknowledgements
KASCADE Cosmic Ray Data Centre, for providing the data for the machine learning pipeline.
Streamlit, for the open-source library for rapid prototyping.
Astroparticle Physics Research group, for fruitful discussions and inspiration.