SuperRAENN: Supernova photometric classification pipeline

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Ada Coda
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SuperRAENN: Supernova photometric classification pipeline

Post by Ada Coda » Sun Aug 30, 2020 10:44 pm

SuperRAENN: Supernova photometric classification pipeline

Abstract: SuperRAENN performs photometric classification of supernovae in the following categories: Type I superluminos supernovae, Type II, Type IIn, Type Ia and Type Ib/c. Though the code is optimized for use with complete (rather than realtime) light curves from the Pan-STARRS Medium Deep Survey, the classifier can be trained on other data. SuperRAENN can be used on a dataset containing both spectroscopically labelled and unlabelled SNe; all events will be used to train the RAENN, while labelled events will be used to train the random forest.

Credit: Villar, V. A.

Site: https://github.com/villrv/SuperRAENN
https://ui.adsabs.harvard.edu/abs/2020arXiv200804921V

Bibcode: 2020ascl.soft08014V

ID: ascl:2008.014

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