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.
Credit: Muthukrishna, Daniel
Preferred citation method: https://ui.adsabs.harvard.edu/abs/2019ApJ...885...85M