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openclimatefix / power_perceiver

Machine learning experiments using the Perceiver IO model to forecast the electricity system (starting with solar)
MIT License
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More Gaussians #172

Closed JackKelly closed 2 years ago

JackKelly commented 2 years ago

experiment 27.07 used 3 Gaussians. and, qualitatively, it does seem to let the model more freely express multi-modal distributions for PV:

image

I'm yet to see the model express multi-modal distributions for GSP.

exp 27.08 uses 4 Gaussians.