David John Gagne

icon indicating a website link miles.ucar.edu

icon company NSF National Center for Atmospheric Research icon location Boulder, CO icon location Machine Learning Scientist II and head of the Machine Integration and Learning for Earth Systems group at the NSF National Center for Atmospheric Research.

Results 5 repositories owned by David John Gagne

ams-ml-python-course

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Machine Learning in Python for Environmental Science Problems AMS Short Course Material

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hagelslag

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Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

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deepsky

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Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms

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lorenz_gan

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Lorenz 96 model with GAN parameterization of unresolved scale (Y).

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swirlnet

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Deep learning tutorial for predicting low-level rotation.

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