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gnn-augment


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Author: Akanda Wahid-Ul-Ashraf
License: MIT License Copyright (c) 2026 Akanda Wahid-Ul-Ashraf Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associ...
Summary: Graph-augmented semi-supervised node classification: boost graph neural networks (GCN, GraphSAGE, GAT, GIN) by replacing the adjacency with node-similarity representatives (Katz, Rooted PageRank, Graph Gravity, LLM text-embedding kNN) -- single view, multi-view training, sparse mode for large graphs
Latest version: 0.7.0
Required dependencies: networkx | numpy | scikit-learn | scipy | torch
Optional dependencies: build | pytest | sentence-transformers | twine

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