Astrophysics Source Code Library

Making codes discoverable since 1999

Searching for codes credited to 'Yong, Suk Yee'

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[ascl:2309.002] UBHM: Uncertainty quantification of black hole mass estimation

Uncertain_blackholemass predicts virial black hole masses using a neural network model and quantifies their uncertainties. The scripts retrieve data and run feature extraction and uncertainty quantification for regression. They can be used separately or deployed to existing machine learning methods to generate prediction intervals for the black hole mass predictions.