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openclimatefix / PVNet-summation

This project is used for training a model to sum the GSP predictions of PVNet into a national estimate
MIT License
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Training fixes #21

Closed dfulu closed 3 months ago

dfulu commented 3 months ago

This pull request includes:

  1. A slight refactor of file names to leave name-space for new future models
  2. Fix the shuffling from datapipes+DataLoader similar to openclimatefix/PVNet#118
  3. Rescale inside the default model. Previously, when using the relative_scale_pvnet_outputs option, out input values to the network were of order 1E-4

Note that this will break the compatibility with already trained summation models