A Python package for working with supernova neutrinos
Project description
SNEWPY: Supernova Neutrino Early Warning Models for Python
SNEWPY is a Python package for working with supernova neutrinos. It offers …
- … a simple and unified interface to hundreds of supernova simulations.
- … a large library of flavor transformations that relate neutrino fluxes produced in the supernova to those reaching a detector on Earth.
- … and a Python interface to SNOwGLoBES which lets you estimate and plot event rates in many different neutrino detectors.
Installation
For Users
Run pip install snewpy
to install SNEWPY.
SNEWPY includes a large number of supernova models from different simulation groups. Since these models have a size of several 100 MB, they are not included in the initial install. Instead, after installing, run the following command to download models you want to use:
python -c 'import snewpy; snewpy.get_models()'
By default, they will be downloaded to a subdirectory named SNEWPY-models/<model_name>/
in the current directory.
For Developers
Your contributions to SNEWPY are welcome! For minor changes, simply submit a pull request. If you plan larger changes, it’s probably a good idea to open an issue first to coordinate our work.
To contribute, first clone the repository (git clone https://github.com/SNEWS2/snewpy.git
), then make changes and install your modified version locally using pip install .
from the base directory of the repository.
Once you’re happy with your changes, please submit a pull request.
Unit tests will run automatically for every pull request or you can run them locally using python -m unittest python/snewpy/test/test_*.py
.
Usage and Documentation
Example scripts which show how SNEWPY can be used are available in the
python/snewpy/scripts/
subfolder as well as notebooks in doc/nb/
.
Most downloadable models also include a Jupyter notebook with simple usage examples.
A paper describing SNEWPY and the underlying physics is available at arXiv:2109.08188.
For more, see the full documentation on Read the Docs.
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