gat topic

List gat repositories

pytorch-GAT

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My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy...

GraphSAGE

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Graph Neural Networks

GraphSAINT

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[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

how_attentive_are_gats

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

GraphNeuralNetwork

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Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

MultiTurnDialogZoo

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Multi-turn dialogue baselines written in PyTorch

dagnet

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PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

GeniePath-pytorch

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This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

GNN-Pytorch

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GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.

SCAN

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[NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks