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dragen1860
250 Stars 66 Forks 7 Commits 5 Opened issues

Description

Graph Convolution Network for PyTorch

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# 281
Python
pytorch
tensorf...
opensou...
7 commits

Graph Convolution Network for PyTorch

Pytorch 1.0 with python 3.7.

GCN implementation for paper: Semi-Supervised Classification with Graph Convolutional Networks

Benchmark

| dataset | Citeseea | Cora | Pubmed | NELL | |---------------|----------|------|--------|------| | GCN(official) | 70.3 | 81.5 | 79.0 | 66.0 | | This repo. | | 81.7 | 78.7 | |

Hints: To achieve 81.7% on

Cora
dataset, pytorch need 400 epochs. and it train relatively slower on
Pubmed
dataset.

HOWTO

python train.py

Screenshot

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