Yingkai (Kyle) Sha 's repositories
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".
AIES_D_23_0094
The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"
NCAR-ExWeather
DL-based extreme weather event prediction on CONUS
MicapsDataDraw
气象数据可视化，用matplotlib和basemap绘制micaps数据
MWR_21_0154
(Semi-official) repository of "A hybrid analog-ensemble, convolutional-neural-network method for post-processing precipitation forecasts"
GEFS_tools
Tools for accessing and processing the operational GEFS forecasts.
AI2ES_collab
A child repository that contributes to the AI2ES project
aiml-utils
This repository contains various pieces of code that is shared across different AIML projects, as well as notebooks for blogs
deep-conus
Repository containing scripts associated with ASP deep learning project exploring current and future convection of North America.
dissertation-docs
Source files of my doctoral dissertation.
ExWeather-OPT
Operational severe weather prediction system
JTECH_20_0081
(Semi-official) repository of "Deep-learning-based precipitation observation quality control".
notebook_code_vault
A collection of Jupyter Notebooks.
Pytorch_collections
A collection of my Pytorch code
review_response_letter
Template for Latex and/or Pandoc to quickly write reviews and (author) response letters
WFRT-GEFS-PP
The operational routine of GEFS post-processing at WFRT, UBC.
WFRT-PP-DEV
WFRT Dev