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[ascl:2006.023] deepSIP: deep learning of Supernova Ia Parameters

deepSIP (deep learning of Supernova Ia Parameters) measures the phase and light-curve shape of a Type Ia Supernova (SN Ia) from an optical spectrum. The package contains a set of three trained Convolutional Neural Networks (CNNs) for the aforementioned purposes, but tools for preprocessing spectra, modifying the neural architecture, training models, and sweeping through hyperparameters are also included.

Code site:
https://github.com/benstahl92/deepSIP
Described in:
https://ui.adsabs.harvard.edu/abs/2020MNRAS.496.3553S
Bibcode:
2020ascl.soft06023S

Views: 5492

ascl:2006.023
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