ASCL Code Record
[ascl:2107.006]
snmachine: Photometric supernova classification
Lochner, Michelle; Alves, Catarina; Peiris, Hiranya; McEwen, Jason; Allam Jr, Tarek; Biswas, Rahul; Holland, Johnny; Lahav, Ofer; Schuhmann, Robert; Setzer, Christian; Winter, Max
snmachine reads in photometric supernova light curves, extracts useful features from them, and subsequently performs supervised machine learning to classify supernovae based on their light curves. This python library is also flexible enough to easily extend to general transient classification.
- Code site:
- https://github.com/LSSTDESC/snmachine
- Used in:
- https://ui.adsabs.harvard.edu/abs/2016ApJS..225...31L https://ui.adsabs.harvard.edu/abs/2020arXiv201212122C
- Described in:
- https://ui.adsabs.harvard.edu/abs/2021arXiv210707531A
- Bibcode:
- 2021ascl.soft07006L
Preferred citation method:
https://ui.adsabs.harvard.edu/abs/2016ApJS..225...31L and https://ui.adsabs.harvard.edu/abs/2021arXiv210707531A
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