Model Pipeline - Githubissues

cshjin / swmp_ml

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Closed cshjin closed 1 year ago

cshjin commented 2 years ago

[x] what's the task of GNN model? regression? prediction? simulation? or function approximation?
[x] what's the labels/values (y) of the graphs (nodes)?
[x] How to incorporate the GNN model with the GMD.jl optimization problem?

cshjin commented 1 year ago

Focus on the classification of blocker_placed

binary classification
labels for gmd_bus
run the PowerModelsGMD.jl for the optimal solution
retrieve the blocker_placed as label, and gmd_vdc as additional feature (classification)
[ ] (TODO) collect more data