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.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- August 2020
- Bibcode:
- 2020ascl.soft08014V
- Keywords:
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- Software