openclimatefix / predict_pv_yield

Using optical flow & machine learning to predict PV yield
MIT License
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Issue/50 loss decay #73

Closed peterdudfield closed 3 years ago

peterdudfield commented 3 years ago

Added a weighted exponentially decaying loss for MAE and MSE This is calculated on every step. Thought this was a useful loss function to look at.

Could be used as the main loss function.

Could also add other metrics here, but might not want to do all these every step, perhaps some just on validation step