openclimatefix / india-forecast-app

Runs wind and PV forecasts for India and saves to database

MIT License

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Update WindNet model to larger input #52

Closed jacobbieker closed 5 months ago

jacobbieker commented 5 months ago

Pull Request

Description

Adds a new WindNet model that has:

Larger inputs (64x64) vs (32x32)
Weight decay at 0.25 (to smooth out forecasts)
New encoder for the NWP

Fixes #

How Has This Been Tested?

Unit tests

[x] Yes

Checklist:

[ ] My code follows OCF's coding style guidelines
[ ] I have performed a self-review of my own code
[ ] I have made corresponding changes to the documentation
[ ] I have added tests that prove my fix is effective or that my feature works
[ ] I have checked my code and corrected any misspellings