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HAIN

Implementation of HAIN in paper IEEE BigDATA 2020: "Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion".

Install / Use

/learn @kdmsit/HAIN
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

HAIN

Implementation of HAIN in paper IEEE BigDATA 2020: "Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion".

Hypergraph Attention Isomorphism Network in PyTorch

This is a PyTorch implementation of Hypergraph Attention Isomorphism Network (HAIN) model for semi-supervised hypernode classification task in a hyper-graph, as described in our IEEE-Bigdata 2020 paper:

"Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion", Sambaran Bandyopadhyay, Kishalay Das, and M. Narasimha Murty.

Installation

Run following command in your virtual environment

pip install -r requirements.txt

How to use

Go to src directory

python train.py --dataset <Dataset_Name>
Dataset Name could be "cora","citeseer","pubmed","dblp"

Related Skills

View on GitHub
GitHub Stars9
CategoryEducation
Updated10mo ago
Forks1

Languages

Python

Security Score

77/100

Audited on May 9, 2025

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