Repository navigation

PyG-GCN

Public

About

PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed, NELL.

70 stars

1 watching

Report repository

Name		Name	Last commit message	Last commit date
.idea		.idea
CiteSeer/CiteSeer		CiteSeer/CiteSeer
Cora/Cora		Cora/Cora
NELL		NELL
PubMed/PubMed		PubMed/PubMed
LICENSE		LICENSE
README.md		README.md
gcn.py		gcn.py

Repository files navigation

PyG-GCN

PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).

Datasets: CiteSeer, Cora, PubMed, NELL.

Environment

pytorch==1.10.1+cu111

torch-geometric==2.0.3

Usage

python gcn.py

Result

dataset	Citeseer	Cora	Pubmed	NELL
acc	58.40	65.90	77.80	66.25

About

PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed, NELL.

70 stars

1 watching

Report repository

Releases

Packages

Contributors

Languages