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:

pip install snguess

Notebooks

The notebooks folder 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. arXiv preprint arXiv:2208.06534.