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Predict multiple GSPs at once #175

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Tracked by #148
JackKelly opened this issue Jun 26, 2022 · 0 comments
Open
Tracked by #148

Predict multiple GSPs at once #175

JackKelly opened this issue Jun 26, 2022 · 0 comments

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@JackKelly
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This should help:

  • increase the diversity of the training set
  • improve national PV

Implementation

  • in the data loader, pick a random gsp. Then find other GSPs within the ROI.
  • pick a random subset of GSPs (so the example is centered randomly), up to some defined limit (say, 8).
  • compute the centroid of all those chosen GSPs. That's the center of the example. (need to figure out how to "remember" the chosen GSPs)
  • in the model, need to handle multiple GSPs, and mask missing ones.
  • and need to give the GSP ID of each patch of satellite, and each PV system
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