gatv2

There are 1 repository under gatv2 topic.

• tech-srl / how_attentive_are_gats

  Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

  howattentivearegraphattentionnetworksgraph-neural-networkspytorchgraph-attention-networksgatgatv2
  Language:Python 295

• XiaShan1227 / GNN-Tutorial

  B站GNN教程资料

  attention-mechanismgatgatv2gcngnngraphsageheterogeneous-graph-neural-networklink-predictionnetworkxpytorchpytorch-geometriccluster-gcn
  Language:Jupyter Notebook 64

• zamirmehdi / GNN-Node-Regression

  Comparative Analysis of Graph Neural Networks for Node Regression on Wiki-Squirrel dataset (bachelor's Research Project)

  gatgatv2gcngraph-neural-networksgraphsagearticle-networksnode-regression
  Language:Python 5

• Baragouine / HeterSUMGraph

  This repository presents and compares HeterSUMGraph and variants using GATConv, GATv2Conv and a combination of HeterSUMGraph and SummaRuNNer (using HeterSUMGraph as a sentence encoder).

  extractive-text-summarizationgatgatv2gnnhetersumgraphnatural-language-processing
  Language:Jupyter Notebook 1

• AlbertoFormaggio1 / fine_tuning_classification_prediction_GNN

  Empirical Research over the possible advantages of pretraining a Graph Neural Network for Classification by using Link Prediction. We used GCN, GAT and GraphSAGE with minibatch generation. Done for the Learning From Networks course taught by professor Fabio Vandin at the University of Padova

  gatgatv2gcngraph-neural-networksgraph-sagelink-predictionnetworksnode-classificationpygpytorch-geometriclearning-from-networksneighbor-sampling
  Language:Python 0

• Baragouine / radsum

  This repository presents and compares HeterSUMGraph and variants doing extractive summarization, named entity recognition or both. HeterSUMGraph and variants use GATv2Conv (from torch_geometric).

  extractive-text-summarizationfasttext-embeddingsgatv2hetersumgraphnamed-entity-recognitiontorchtorchgeometricnatural-language-processing
  Language:Jupyter Notebook 0

• Baragouine / radsum_app

  A web application for extractive summarization

  django-rest-frameworkgatv2gnngruhetersumgraphpytorchpytorch-geometricreactrnnsummarunnertailwindwebapp
  Language:Python 0

• parsa-abbasi / NodeClassification

  This repository contains the implementation of some of the popular Graph Neural Networks (GNNs) using PyTorch Geometric to solve node classification tasks.

  coragatgatv2gcngnngraphgraph-attention-networksgraph-convolutional-networksgraph-neural-networksgraph-visualizationnetworkxnode-classificationnode-embeddingpygpytorchpytorch-geometric
  Language:Jupyter Notebook