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Added perturb_edges
function
#423
Merged
CarloLucibello
merged 14 commits into
JuliaGraphs:master
from
rbSparky:edge-perturbation
Jul 18, 2024
Merged
Added perturb_edges
function
#423
CarloLucibello
merged 14 commits into
JuliaGraphs:master
from
rbSparky:edge-perturbation
Jul 18, 2024
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Is this function present in PyG or DGL? |
Co-authored-by: Carlo Lucibello <[email protected]>
yes AddEdge |
Co-authored-by: Carlo Lucibello <[email protected]>
Co-authored-by: Carlo Lucibello <[email protected]>
Co-authored-by: Carlo Lucibello <[email protected]>
Any other changes needed? |
Do I need to make a change somewhere to include MLUtils? |
yes you should import |
Ready for merge? |
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Relates to Issue #412
This is the first in the list of data augmentation based functionality we can add to ensure users can augment their data in many different ways and test results.
This is also the next step in testing things in combination with DropMessage paper mentioned in #412 to see how various ways of data augmentation can improve over-fitting, over-smoothing, and non-robustness(as mentioned in the paper).