yingkaisha
Numerical Weather Prediction, Artificial Intelligence, Weather Forecast Post-processing
National Center for Atmospheric ResearchBoulder, CO, USA
Pinned Repositories
MPI_Globe
In coming
AIES_D_23_0094
The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"
fcstpp
A scalable toolbox for ensemble forecast post-processing and verification.
GEFS_tools
Tools for accessing and processing the operational GEFS forecasts.
homework
A collection of my homework and projects in the graduate-level courses of EOAS, UBC. Effective in 2015-2018.
IBM-AI-Coursera
JAMC_20_0057
(Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
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
rainbow
The official repository of my Ph.D. dissertation.
yingkaisha's Repositories
yingkaisha/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.
yingkaisha/keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
yingkaisha/JAMC_20_0057
(Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
yingkaisha/rainbow
The official repository of my Ph.D. dissertation.
yingkaisha/AIES_D_23_0094
The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"
yingkaisha/fcstpp
A scalable toolbox for ensemble forecast post-processing and verification.
yingkaisha/homework
A collection of my homework and projects in the graduate-level courses of EOAS, UBC. Effective in 2015-2018.
yingkaisha/IBM-AI-Coursera
yingkaisha/MicapsDataDraw
气象数据可视化，用matplotlib和basemap绘制micaps数据
yingkaisha/MWR_21_0154
(Semi-official) repository of "A hybrid analog-ensemble, convolutional-neural-network method for post-processing precipitation forecasts"
yingkaisha/GEFS_tools
Tools for accessing and processing the operational GEFS forecasts.
yingkaisha/AI2ES_collab
A child repository that contributes to the AI2ES project
yingkaisha/aiml-utils
This repository contains various pieces of code that is shared across different AIML projects, as well as notebooks for blogs
yingkaisha/deep-conus
Repository containing scripts associated with ASP deep learning project exploring current and future convection of North America.
yingkaisha/dissertation-docs
Source files of my doctoral dissertation.
yingkaisha/JTECH_20_0081
(Semi-official) repository of "Deep-learning-based precipitation observation quality control".
yingkaisha/notebook_code_vault
A collection of Jupyter Notebooks.
yingkaisha/Pytorch_collections
A collection of my Pytorch code
yingkaisha/review_response_letter
Template for Latex and/or Pandoc to quickly write reviews and (author) response letters
yingkaisha/ubcdiss
UBC Dissertation Template for LaTeX
yingkaisha/ViT_Diffusion_GEFS
yingkaisha/WFRT-GEFS-PP
The operational routine of GEFS post-processing at WFRT, UBC.
yingkaisha/WFRT-PP-DEV
WFRT Dev
yingkaisha/yingkaisha