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Aurora Feature Visualisation

Description/Summary

Set up

Environments

conda env create -f requirements.yml

Checkpoints

Hugging Face Aurora

curl https://huggingface.co/microsoft/aurora/resolve/main/aurora-0.25-small-pretrained.ckpt -o aurora-0.25-small-pretrained.ckpt

ERA 5 Data

conda activate aurora_fv
python scripts/download_data.py

Run Scripts

Run from root of repo

conda activate aurora_fv
python scripts/aurora_inference.py

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Visualising features in the Aurora ML Weather Model

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