wxbtool 0.1.15

A toolkit for WeatherBench based on PyTorch

wxbtool

A toolkit for WeatherBench based on PyTorch

Install

pip install wxbtool

Cheat sheet

Start a data set server for 3-days prediction of t850 by Weyn's solution

wxb dserve -m wxbtool.specs.res5_625.t850weyn -s Setting3d

Start a training process for a UNet model following Weyn's solution

wxb train -m wxbtool.zoo.res5_625.unet.t850d3sm_weyn

Start a testing process for a UNet model following Weyn's solution

wxb test -m wxbtool.zoo.res5_625.unet.t850d3sm_weyn

Start a data set server with unix socket binding

wxb dserve -m wxbtool.specs.res5_625.t850weyn -s Setting3d -b unix:/tmp/test.sock

Start a training process with unix socket binding

wxb train -m wxbtool.zoo.res5_625.unet.t850d3sm_weyn -d unix:/tmp/test.sock

How to use

• quick start
• understanding the physical process by plotting
• develop your own neural model
• try a toy physical model
• explore the possibility to combine neural and physical model together

How to release

uv build
uv publish

git tag va.b.c master
git push origin va.b.c

Contributors

• Mingli Yuan (Mountain)
• Ren Lu