yingkaisha/Severe_weather_CGAN

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yingkaisha/Severe_weather_CGAN

yingkaisha

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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-UNET

JAMC_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.

Jupyter Notebook

AIES_D_23_0094

The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"

Jupyter Notebook

homework

A collection of my homework and projects in the graduate-level courses of EOAS, UBC. Effective in 2015-2018.

Jupyter Notebook

fcstpp

A scalable toolbox for ensemble forecast post-processing and verification.

NCAR-ExWeather

DL-based extreme weather event prediction on CONUS

Jupyter Notebook

MWR_21_0154

(Semi-official) repository of "A hybrid analog-ensemble, convolutional-neural-network method for post-processing precipitation forecasts"

Jupyter Notebook

IBM-AI-Coursera

Jupyter Notebook