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Issues: openclimatefix/power_perceiver

75 Open 113 Closed
75 Open 113 Closed
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Issues list

FIX MAJOR BUG IN GSP ALIGNMENT bug Something isn't working priority-high size-small
#200 opened Apr 28, 2023 by JackKelly
Remove setting GSP to One option once retrained enhancement New feature or request
#199 opened Sep 6, 2022 by jacobbieker
Fix current tests so that work on CI
#187 opened Jul 26, 2022 by peterdudfield
1
Automatically detect "bad" PV data
#180 opened Jul 1, 2022 by JackKelly
3
Use Transformer-XL approach to attend to many hours of recent history ML ML model tweak or big idea
#179 opened Jun 30, 2022 by JackKelly
Load BatchML into the power_perceiver.load_prepared_batches code enhancement New feature or request
#177 opened Jun 27, 2022 by JackKelly
5 tasks
@JackKelly
2
Predict multiple GSPs at once
#175 opened Jun 26, 2022 by JackKelly
Recall similar days from the history ML ML model tweak or big idea
#174 opened Jun 25, 2022 by JackKelly
7
More heads & higher D_MODEL
#173 opened Jun 24, 2022 by JackKelly
Use hydra to specify config options enhancement New feature or request
#170 opened Jun 24, 2022 by JackKelly
@JackKelly
Increase history
#168 opened Jun 24, 2022 by JackKelly
Write prepared batches to disk as a separate script enhancement New feature or request
#167 opened Jun 24, 2022 by JackKelly
Don't reshape_time_as_batch in GSPQueryGenerator! enhancement New feature or request
#162 opened Jun 22, 2022 by JackKelly
@JackKelly
Write unittest to check that SunPosition propogates NaNs when there are no PV systems in example enhancement New feature or request
#160 opened Jun 22, 2022 by JackKelly
Continue training the U-Net
#156 opened Jun 21, 2022 by JackKelly
Try Flamingo / contrastive learning approach to solar PV forecasting enhancement New feature or request
#155 opened Jun 20, 2022 by JackKelly
@JackKelly
10
Try Perceiver again. With tweaks from the Flamingo paper
#154 opened Jun 20, 2022 by JackKelly
[META] Improve Helios production model enhancement New feature or request
#148 opened Jun 20, 2022 by JackKelly
12 of 39 tasks
@JackKelly
Explicitly predict national PV power ML ML model tweak or big idea
#146 opened Jun 18, 2022 by JackKelly
Reduce duplication between PVQueryGenerator and GSPQueryGenerator enhancement New feature or request
#144 opened Jun 17, 2022 by JackKelly
@JackKelly
Implement tweaked model which predicts single timeseries at once enhancement New feature or request
#139 opened Jun 16, 2022 by JackKelly
5 tasks
@JackKelly
If we're not training the u-net, then maybe don't include future satellite imagery in the batches? enhancement New feature or request
#136 opened Jun 15, 2022 by JackKelly
@JackKelly
1
Give the model all of yesterday's PV & GSP & NWP history enhancement New feature or request
#134 opened Jun 15, 2022 by JackKelly
@JackKelly
1
Simplify the GSP queries enhancement New feature or request
#131 opened Jun 14, 2022 by JackKelly
@JackKelly
Fine-tune on GSP only
#128 opened Jun 14, 2022 by JackKelly
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