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sdobber / FluxArchitectures.jl

Complex neural network examples for Flux.jl
MIT License
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Data for Electricity has 321 users not 370 #11

Closed luboshanus closed 3 years ago

luboshanus commented 3 years ago

Hi,

I would like to check if I see it correctly that in papers researcher refer to the data with 370 users and the data here have 321. https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014

If so, do you think it is possible to update?

Thank you very much.

Luboš

sdobber commented 3 years ago

The dataset in this repository comes from here. The original data has been cleaned up by removing all data for 2011 (due to some erroneous data), and has been converted to hourly consumptions.

If you want to use the original dataset, you can write a variant of the get_data-function from dataloader.jl. If you open one of the bson-files you can see that they contain a large matrix inp_raw with the raw input data - you just have to replace that with the data from the full dataset, and then proceed by creating the output features as in out_ft and the output labels similar to what is done with out_lb.

luboshanus commented 3 years ago

Thanks a lot. I apologise for an invalid issue.

sdobber commented 3 years ago

No worries. Filing an issue is the easiest way to get in touch with me, so that's perfectly fine.