Metadata-Version: 2.1
Name: snguess
Version: 0.1.1
Summary: SNGuess
Home-page: https://github.com/nmiranda/SNGuess
Author: nmiranda
Author-email: nicolas.miranda@hu-berlin.de
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE

# SNGuess

SNGuess is a machine learning supervised classification model designed to find young extragalactic astronomical transients from astronomical alert data.

## Install SNGuess

SNGuess can be installed from PyPI:

```bash
pip install snguess
```

## Notebooks

The [notebooks folder](notebooks/) contains Jupyter notebooks with examples and code for generating the results shown in the SNGuess article.

## Article

Please see:

N. Miranda, J.C. Freytag, J. Nordin, R. Biswas, V. Brinnel, C. Fremling, M. Kowalski, A. Mahabal, S. Reusch and J. van Santen
**SNGuess: A method for the selection of young extragalactic transients**
_Astronomy & Astrophysics_, Forthcoming article.
[doi:10.1051/0004-6361/202243668](https://doi.org/10.1051/0004-6361/202243668).
_arXiv preprint_ [arXiv:2208.06534](https://arxiv.org/abs/2208.06534).
