Discover @yingkaisha Open Source projects

Yingkai (Kyle) Sha (@yingkaisha)

yingkaisha

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Registered about 10 years ago
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Location 🇺🇸 United States
Country Total Rank 11,665
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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.

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AIES_D_23_0094

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

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homework

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

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fcstpp

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

NCAR-ExWeather

DL-based extreme weather event prediction on CONUS

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Severe_weather_CGAN

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MWR_21_0154

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

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IBM-AI-Coursera

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