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Update README.md
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Michael Kevin Allemann committed Apr 13, 2020
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Expand Up @@ -51,6 +51,7 @@ Using the predefined parameters you can train and validate the model using the f
python run_ar_tc.py --config-file config.example.yml --gpu
```

If you don't have the data yet, please add create the folder ```/data/climate/``` (or change the file location in the yaml file) and add ```download True``` to the command.
# Mathematical Background

The Deepsphere package uses the manifold of the sphere to perform the convolutions on the data. Underlying the application of convolutional networks to spherical data through a graph-based discretization lies the field of Graph Signal Processing (GSP). Graph Signal Processing is a field trying to define classical spectral methods on graphs, similarly to the theories existing in the time domain.
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