Plot attention matrix - Githubissues

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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Plot attention matrix #43

Open JackKelly opened 2 years ago

JackKelly commented 2 years ago

Ideally reshape it to a square, and align it with the satellite input, and the location of the PV system in the query.

I've sketched out how to do this in 006_randomly_pick_for_timesteps.ipynb above the wandb_logger = WandbLogger cell.

[ ] Animate several timesteps
[ ] Show location of all 8 PV systems on satellite image
[ ] Then show all 8 attention matricies (in a 4 x 2 grid?)
[ ] Show solar angle and azimuth on satellite image
[ ] Show timeseries plot of predicted and actual PV power, using the same colours as the dots on the map