gnn · GitHub Topics

thunlp / GNNPapers

Must-read papers on graph neural networks (GNN)

翻译 - 关于图神经网络（GNN）的必读论文

paper-list gnn

16.23 k

1 年前

benedekrozemberczki / pytorch_geometric_temporal

#计算机科学#PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

翻译 - PyTorch Geometric的时间扩展库

PyTorch graph-neural-networks temporal-networks temporal-graphs gcn graph-convolutional-networks 深度学习 network-science temporal-data node-embedding network-embedding graph-embedding spatial-data spatial-analysis spatio-temporal-analysis gnn graph-convolution

Python 2.73 k

10 天前

FighterLYL / GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gnn gcn graph-neural-network

Jupyter Notebook 1.79 k

4 年前

tensorflow / gnn

#计算机科学#TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

翻译 - TensorFlow GNN 是一个在 TensorFlow 平台上构建图神经网络的库。

Tensorflow gnn 深度学习机器学习

Python 1.4 k

5 天前

alibaba / graph-learn

An Industrial Graph Neural Network Framework

翻译 - 图学习

gnn Tensorflow PyTorch graph graph-neural-networks training

C++ 1.29 k

8 个月前

benedekrozemberczki / CapsGNN

#计算机科学#A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

翻译 - “胶囊图神经网络”的PyTorch实现（ICLR 2019）。

capsgnn capsule-network capsule-neural-networks convolution PyTorch research Tensorflow 机器学习深度学习 gnn deepwalk node2vec graph-attention-networks graph-attention-model scikit-learn struc2vec graph-convolution graph-neural-network

Python 1.25 k

2 年前

tsinghua-fib-lab / GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

1.01 k

2 年前

gunrock / gunrock

#算法刷题#Programmable CUDA/C++ GPU Graph Analytics

CUDA graph-analytics gpu graph-engine hpc cxx 算法 C++essentials graph graph-algorithms gnn graph-neural-networks parallel-computing sparse-matrix

C++ 1.01 k

7 个月前

shenweichen / GraphNeuralNetwork

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

gcn graphsage gnn gat

Python 806

2 年前

benedekrozemberczki / SimGNN

#计算机科学#A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

翻译 - PyTorch实现的“ SimGNN：一种用于快速图相似度计算的神经网络方法”（WSDM 2019）。

graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network Tensorflow PyTorch 神经网络深度学习机器学习 attention-mechanism scikit-learn graph-embedding network-embedding gnn

Python 778

2 年前

benedekrozemberczki / datasets

#计算机科学#A repository of pretty cool datasets that I collected for network science and machine learning research.

network-science network-analysis 数据科学机器学习 gcn graph-embedding network-embedding community-detection graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset

620

1 年前

joeat1 / GNN_note

图神经网络整理

gnn graph-neural-network survey

555

4 年前

chaitjo / efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks

翻译 - Efficient Graph Neural Networks - 论文和项目的精选列表

graph-neural-networks graph-representation-learning graph-convolutional-networks gnn efficient-deep-learning efficient-neural-networks scalable-deep-learning contrastive-learning knowledge-distillation

Python 527

2 年前

hazdzz / STGCN

The PyTorch implementation of STGCN.

PyTorch gcn gnn

Python 526

2 个月前

alibaba / libgrape-lite

🍇 A C++ library for parallel graph processing (GRAPE) 🍇

graph cxx Library parallel mpi gnn graph-theory graph-algorithms header-only grape gpu

C++ 402

5 个月前

microsoft / ptgnn

#计算机科学#A PyTorch Graph Neural Network Library

graph-neural-networks 深度学习 PyTorch geometric-deep-learning gnn

Python 374

3 年前

ML4ITS / mtad-gat-pytorch

#计算机科学#PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

attention anomaly-detection gnn 2021 graph-neural-networks graph-attention-networks PyTorch 深度学习 time-series

Python 345

1 年前

kyzhouhzau / NLPGNN

#自然语言处理#1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

tensorflow2 bert gpt2 albert bert-ner textcnn tf2 message-passing gcn Gin Generative Adversarial Network graph-convolutional-networks graphsage 自然语言处理 gnn

Python 334

6 个月前

huweibo / Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

federated-learning graph-neural-network knowledge-graph gnn graph papers

330

1 年前

jw9730 / tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

equivariance gnn graph PyTorch self-attention transformer

Python 328

2 年前