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tomaloki / 2024_msc_tonje_metar

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Input for ML-model #21

Open tomaloki opened 7 months ago

tomaloki commented 7 months ago

I have looked at the example JB sent, link here, and tried to make something similar just to get a head start.

Got the model up and running with embedded airport_id together with parameter values from 4 fetures. Have just tested on a very small sample dataset, was mostly to see that some kind of structur was possible and also running the model.

The problem now is to incorporate the latest parameter values (from the most recent timestamp) as an input. This creates a dataset consisting of num_airports x num_features. When testing now, I get 1 row for each airport naturally, but do not manage to have this as an input for the model as this differs from the size of the other two input shapes.

Have tried to reshape and manipulate it, but nothing has worked so far. Any tips, or thoughts, on how to proceed?

tomaloki commented 7 months ago

I have uploaded some code for this now, in the folder here. It's num 3.

jerabaul29 commented 7 months ago

I think the best would be that we look at this together and we "draw on the board" how things look like so that we make sure we understand everything. Can you call me to a meeting for example Monday afternoon? :)

tomaloki commented 7 months ago

Yes, that would be great @jerabaul29, sent you an invite now!