3 ms·
The hairball was much worse before. I used a lot of techniques from this paper [1] to make it look decent and a bunch of other heuristics based on other papers
by ng-henry 2y ago
The hairball was much worse before. I used a lot of techniques from this paper [1] to make it look decent and a bunch of other heuristics based on other papers to make it look informative.
[1] https://jgaa.info/accepted/2015/NocajOrtmannBrandes2015.19.2.pdf https://jgaa.info/accepted/2015/NocajOrtmannBrandes2015.19.2...
- mikk14 2y agoI'd give it a shot to make node embeddings with Node2Vec [1] and then reduce them to 2D with UMAP [2]. I think it could help breaking apart the hairball, assuming you have a nice clustered structure. [1] https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.nn.models.Node2Vec.html https://pytorch-geometric.readthedocs.io/en/latest/generated... [2] https://umap-learn.readthedocs.io/en/latest/ https://umap-learn.readthedocs.io/en/latest/