DASH: Deep Automated Supernova and Host classifier
Abstract
DASH classifies the type, age, redshift and host for any supernova spectra based on the learned features, through use of a deep convolutional neural network to train a matching algorithm, of each supernova's type and age. The Python library allows a user to classify spectra; the software is fast and can classify thousands of spectra in seconds. A graphical interface that enables a user to view and classify a spectrum is also available.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- February 2020
- Bibcode:
- 2020ascl.soft02009M
- Keywords:
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- Software