Astrophysics Source Code Library

Making codes discoverable since 1999

Searching for codes credited to 'Balland, Christophe'

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[ascl:2106.016] QuasarNET: CNN for redshifting and classification of astrophysical spectra

QuasarNET is a deep convolutional neural network that performs classification and redshift estimation of astrophysical spectra with human-expert accuracy. It is trained on data of low signal-to-noise and medium resolution, typical of current and future astrophysical surveys, and could be easily applied to classify spectra from current and upcoming surveys such as eBOSS, DESI and 4MOST.