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keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNETJAMC_20_0057
(Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".rainbow
The official repository of my Ph.D. dissertation.AIES_D_23_0094
The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"homework
A collection of my homework and projects in the graduate-level courses of EOAS, UBC. Effective in 2015-2018.fcstpp
A scalable toolbox for ensemble forecast post-processing and verification.NCAR-ExWeather
DL-based extreme weather event prediction on CONUSSevere_weather_CGAN
MWR_21_0154
(Semi-official) repository of "A hybrid analog-ensemble, convolutional-neural-network method for post-processing precipitation forecasts"Love Open Source and this site? Check out how you can help us