Astrophysics Source Code Library

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Searching for codes credited to 'Boone, Kyle'

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[ascl:2101.005] Avocado: Photometric classification of astronomical transients and variables with biased spectroscopic samples

Avocado produces classifications of arbitrary astronomical transients and variable objects. It addresses the problem of biased spectroscopic samples by generating many lightcurves from each object in the original spectroscopic sample at a variety of redshifts and with many different observing conditions. The "augmented" samples of lightcurves that are generated are much more representative of the full datasets than the original spectroscopic samples.

[ascl:2110.008] ParSNIP: Parametrization of SuperNova Intrinsic Properties

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.