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GitHub / qitianwu / NodeFormer
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/qitianwu%2FNodeFormer
Stars: 255
Forks: 25
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 353 KB
Dependencies:
10
Created: over 1 year ago
Updated: 3 months ago
Last pushed: 3 months ago
Last synced: 3 months ago
Topics: graph-neural-networks, graph-structure-learning, graph-transformer, image-classification, large-graph, neurips-2022, node-classification, pytorch, pytorch-geometric, relational-learning, text-classification
Files
Dependencies
- googledrivedownloader ==0.4
- networkx ==2.6.1
- numpy ==1.19.2
- ogb ==1.3.1
- scikit_learn ==1.1.3
- scipy ==1.6.2
- torch ==1.9.0
- torch_geometric ==1.7.2
- torch_scatter ==2.0.7
- torch_sparse ==0.6.10