Ecosyste.ms: Awesome

https://github.com/gordicaleksa/pytorch-gat

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 histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 11 Oct 2024

https://github.com/gordicaleksa/pytorch-GAT

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 histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 02 Aug 2024

https://github.com/shenweichen/graphneuralnetwork

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

gat gcn gnn graph-attention graphsage

Last synced: 01 Nov 2024

https://github.com/shenweichen/GraphNeuralNetwork

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

gat gcn gnn graph-attention graphsage

Last synced: 02 Aug 2024

https://github.com/tech-srl/how_attentive_are_gats

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

are attention attentive gat gatv2 graph graph-attention-networks graph-neural-networks how networks pytorch

Last synced: 08 Nov 2024

https://github.com/shuowang-ai/GeniePath-pytorch

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

convolutional-networks gat gcn gnn graph-network graph-neural-network pyg

Last synced: 08 Aug 2024

https://github.com/huichuanli/graphneuralnetwork

玩转图神经网络和知识图谱的相关算法：GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe

deepwalk gat gcn graph-embedding graphsage line metapathvec node2vec snde transe w2v

Last synced: 09 Nov 2024

https://github.com/njmarko/machine-learning-with-graphs

My solutions for Stanford University course CS224W: Machine Learning with Graphs Fall 2021 colabs (GNN, GAT, GraphSAGE, GCN)

gat gcn gnn graph-neural-networks graphsage message-passing pytorch

Last synced: 11 Oct 2024

https://github.com/njmarko/graph-transformer-psiml

Transformer implemented with graph attention network (GAT) layers from PyTorch Geometric

attention gat gnn graph-neural-networks pytorch-geometric transformer vision-transformer vit

Last synced: 11 Oct 2024

https://github.com/dobraczka/gnntutorial

A small tutorial notebook on Graph Neural Networks, especially Graph Convolutional Networks

gat gcn graph-convolutional-networks graph-neural-networks rgcn

Last synced: 08 Nov 2024

https://github.com/danielhenrymantilla/higher-kinded-types.rs

"Generic generics" / higher-kinded APIs in stable Rust.

gat higher-kinded-type hkt lending-iterator rust type-level-programming

Last synced: 12 Oct 2024

https://github.com/taishan1994/pytorch_gat

Pytorch implementation of graph attention network

deeplearn gat graph-attention-network pytorch tensorflow

Last synced: 05 Nov 2024

https://github.com/aveek-saha/graph-attention-net

A TensorFlow 2 implementation of Graph Attention Networks (GAT)

gat graph-attention-networks graph-neural-networks graphs tensorflow tensorflow2

Last synced: 05 Nov 2024

https://github.com/li-boxuan/parallel-gat

Parallel implementations of Graph Attention Network, including CUDA, OpenMP, and TinkerPop Vertex Program.

gat graph graph-attention-networks parallel-computing tinkerpop

Last synced: 13 Oct 2024

https://github.com/iamazy/gat-trait

async-trait gat rust tait

Last synced: 31 Oct 2024