snguess 0.1.2a0

SNGuess

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

Notebook snguess_ztf_alert.ipynb additionally requires to install for its execution a yet unreleased version of Ampel-HU-astro. A build from commit 0c17865 has been tested to work correctly. To install with pip, simply run:

pip install git+https://github.com/AmpelProject/Ampel-HU-astro.git@0c1786565c003a5208237f4b6099d3145488a526

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.