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openclimatefix / PVNet

PVnet main repo
MIT License
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Add various baseline models for comparison #162

Open jacobbieker opened 3 months ago

jacobbieker commented 3 months ago

We want some baseline models for comparison.

This can include: [ ] Smart Persistence [ ] XGBoost model

jacobbieker commented 3 months ago

@dfulu @Sukh-P @JackKelly what other baselines should we include?

JackKelly commented 3 months ago

A simple ML baseline might be nice. Perhaps just XG Boost, mapping from the NWP for a single point in space and time, to the power forecast for that point.