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Python helper classes to read and browse concepts and terms from TheSoz (thesaurus for the social sciences)

make 5 cross validation on dataset with normalization

Do experiments on Cora, CiteSeer,Pubmed,CoraFull, Coauthor CS, Coauthor Physics,Amazon Computers and Amazon Photo. I use almost same setting with paper and run each algorithm(GCN,SGC,GAT) on each dataset 10 times. Then I compute mean and std vaules.

This repository contains code for the TKDE 2020 paper A Comparative Study for Unsupervised Network Representation Learning https://ieeexplore.ieee.org/abstract/document/8890798

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

Graph revised convolutional network

PyTorch code of "SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks"

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

A convolutional multitask framework for miRNA-disease association prediction

Code and data for the submission: ``A multitask transfer learning framework for the prediction of virus-human protein-protein interactions''