# GNNs-for-Link-Prediction

**Repository Path**: dbly1/GNNs-for-Link-Prediction

## Basic Information

- **Project Name**: GNNs-for-Link-Prediction
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-11-08
- **Last Updated**: 2024-11-08

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# GNNs-for-Link-Prediction
Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will continue to be updated in the future.

# Dependencies
```
numpy==1.22.4
pandas==1.3.3
scikit-learn==1.2.1
torch==1.12.1+cu113
torch-cluster==1.6.0+pt112cu113
torch-geometric==2.2.0
torch-scatter==2.1.0+pt112cu113
torch-sparse==0.6.16+pt112cu113
torch-spline-conv==1.2.1+pt112cu113
tqdm==4.62.3
```