# GCN

**Repository Path**: hazdzz/GCN

## Basic Information

- **Project Name**: GCN
- **Description**: The PyTorch version of GCN implemented by the paper.
- **Primary Language**: Python
- **License**: LGPL-2.1
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 4
- **Forks**: 1
- **Created**: 2021-04-30
- **Last Updated**: 2025-08-18

## Categories & Tags

**Categories**: machine-learning

**Tags**: None

## README

# Graph Convolutional Networks
[![issues](https://img.shields.io/github/issues/hazdzz/GCN)](https://github.com/hazdzz/GCN/issues)
[![forks](https://img.shields.io/github/forks/hazdzz/GCN)](https://github.com/hazdzz/GCN/network/members)
[![stars](https://img.shields.io/github/stars/hazdzz/GCN)](https://github.com/hazdzz/GCN/stargazers)
[![License](https://img.shields.io/github/license/hazdzz/GCN)](./LICENSE)

## About
The PyTorch version of GCN implemented by the paper *Semi-Supervised Classification with Graph Convolutional Networks*.

## Paper
https://arxiv.org/abs/1609.02907

## Author's code
1. Keras: https://github.com/tkipf/keras-gcn
2. PyTorch: https://github.com/tkipf/pygcn
3. TensorFlow v1: https://github.com/tkipf/gcn

## Requirements
To install requirements:
```console
pip3 install -r requirements.txt
```