# to generate forecasts process forecast output

mamba create -n ainwp python==3.10 numpy onnx onnxruntime xarray netCDF4
for cuda/11: pip install onnxruntime-gpu --index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-11/pypi/simple/
pip install pygrib

for processing forecasts:
pip install pyyaml
mamba install scipy
pip install basemap
mamba install cartopy

# environment to run pytorch inference
mamba install pytorch -c pytorch # this probably uses cuda 12.x

pip install ecmwf-opendata # to download open data
pip install ecmwf-api-client # to download archived forecasts

todo:
extend to 10 days
run with fengwu?