yingkaisha Goto Github PK

ai2es_collab

A child repository that contributes to the AI2ES project

aies_d_23_0094

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

aiml-utils

This repository contains various pieces of code that is shared across different AIML projects, as well as notebooks for blogs

credit-data

This repository hosts the data pre-processing, post-processing, and verification works for the NSF NCAR MILES Community Runnable Earth Digital Intelligence Twin (CREDIT)

credit-debug

This repo host my own testing and debugging tools for the NSF NCAR MILES Community Runnable Earth Digital Intelligence Twin (CREDIT)

credit-mini

An experimental version of the NSF NCAR MILES Community Runnable Earth Digital Intelligence Twin (CREDIT)

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.

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".

jtech_20_0081

(Semi-official) repository of "Deep-learning-based precipitation observation quality control".

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

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"

notebook_code_vault

A collection of Jupyter Notebooks.

pytorch_collections

A collection of my Pytorch code

rainbow

The official repository of my Ph.D. dissertation.

review_response_letter

Template for Latex and/or Pandoc to quickly write reviews and (author) response letters

ubcdiss

UBC Dissertation Template for LaTeX

vit_diffusion_gefs

Improving ensemble extreme precipitation forecasts using generative artificial intelligence

wfrt-gefs-pp

The operational routine of GEFS post-processing at WFRT, UBC.

wfrt-pp-dev

WFRT Dev

yingkaisha