ParSNIP: Parametrization of SuperNova Intrinsic Properties
Abstract
ParSNIP learns generative models of transient light curves from a large dataset of transient light curves. It is designed to work with light curves in sncosmo format using the lcdata package to handle large datasets. This code can be used for classification of transients, cosmological distance estimation, and identifying novel transients.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- October 2021
- Bibcode:
- 2021ascl.soft10008B
- Keywords:
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- Software