The Wayback Machine - http://web.archive.org/web/20220409204110/https://github.com/topics/gnn

#

gnn

Here are 254 public repositories matching this topic...

thunlp / GNNPapers

Must-read papers on graph neural networks (GNN)

Updated Sep 14, 2021

pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

Sponsor

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs pypi-url pypi-image

Updated Apr 5, 2022
Python

CapsGNN

benedekrozemberczki / CapsGNN

Sponsor

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

machine-learning research deep-learning tensorflow sklearn pytorch deepwalk convolution node2vec graph-classification capsule-network graph-attention-networks capsule-neural-networks graph-attention-model struc2vec graph-convolution gnn graph-neural-network capsgnn

Updated Mar 2, 2022
Python

FighterLYL / GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gcn gnn graph-neural-network

Updated Feb 24, 2021
Jupyter Notebook

alibaba / graph-learn

An Industrial Graph Neural Network Framework

graph tensorflow pytorch graph-neural-networks gnn aligraph graphlearn gnn-framework

Updated Mar 30, 2022
C++

tensorflow / gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

machine-learning deep-learning tensorflow gnn

Updated Jan 6, 2022
Python

shenweichen / GraphNeuralNetwork

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

gcn graphsage gat graph-attention gnn

Updated Feb 10, 2022
Python

SimGNN

benedekrozemberczki / SimGNN

Sponsor

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

machine-learning deep-learning neural-network tensorflow sklearn pytorch attention-mechanism network-embedding wsdm ged gcn graph-embedding graph-classification tensor-network graph-similarity graph-convolution graph-attention gnn graph-edit-distance simgnn

Updated Mar 2, 2022
Python

datasets

benedekrozemberczki / datasets

Sponsor

A repository of pretty cool datasets that I collected for network science and machine learning research.

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

Updated Apr 5, 2022

chaitjo / awesome-efficient-gnn

Efficient Graph Neural Networks - a curated list of papers and projects

graph-convolutional-networks graph-neural-networks graph-representation-learning scalable-deep-learning gnn efficient-neural-networks efficient-deep-learning

Updated Mar 3, 2022

microsoft / ptgnn

A PyTorch Graph Neural Network Library

deep-learning pytorch geometric-deep-learning graph-neural-networks gnn

Updated Feb 1, 2022
Python

tsinghua-fib-lab / GNN-Recommender-Systems

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

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

Updated Nov 4, 2021

kyzhouhzau / NLPGNN

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

nlp tf2 gin gan albert bert message-passing graph-convolutional-networks gcn textcnn graphsage bilstm-attention gnn tensorflow2 gpt2 bert-ner bert-cls albert-ner graph-classfication textgcn

Updated Jun 9, 2020
Python

joeat1 / GNN_note

图神经网络整理

survey gnn graph-neural-network

Updated Aug 11, 2021

gasteigerjo / ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

machine-learning deep-learning graph-algorithms tensorflow pagerank pytorch gcn graph-classification graph-neural-networks gnn

Updated Apr 5, 2022
Jupyter Notebook

libgrape-lite

alibaba / libgrape-lite

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

grape library cxx graph graph-algorithms parallel mpi header-only graph-theory gnn

Updated Mar 23, 2022
C++

SEAL-CI

benedekrozemberczki / SEAL-CI

Sponsor

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

deep-learning tensorflow machine-learning-algorithms pytorch deepwalk deep-learning-algorithms network-embedding active-learning graph-convolutional-networks gcn node2vec graph-embedding graph-classification active-learning-module node-classification graph-neural-networks graph-representation-learning graph-convolution gnn graph-neural-network

Updated Mar 2, 2022
Python

BaeSeulki / NL2LF

The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。

sql spider natural-language complex sql-generation semantic-parsing zhang nlidb wikisql nl2sql gnn text2sql table-qa extend-resources nl2code nl2lf sql-parsing

Updated Apr 7, 2022

NYUMedML / GNN_for_EHR

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

deep-learning pytorch ehr electronic-health-records alzheimer-disease-prediction graph-neural-networks disease-prediction gnn

Updated Mar 17, 2021
Python

PengBoXiangShang / torchsketch

TPAMI 2022

deep-learning sketch cnn pytorch rnn tcn gnn

Updated Oct 11, 2020
Python

xcfcode / What-I-Have-Read

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

nlp naacl notes presentation slides acl presentations conversation gan generation summarization emnlp knowledge-distillation data-augmentation aaai meta-learning graph-neural-networks gnn pretrain non-autoregressive

Updated Mar 21, 2022

gnn-lspe

vijaydwivedi75 / gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

graphs transformers attention representation-learning molecules message-passing lspe geometric-deep-learning graph-neural-networks graph-representation-learning gnn graph-deep-learning positional-encoding graph-transformer transformer-networks gnn-lspe

Updated Feb 10, 2022
Python

THUDM / GRAND

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

graphs semi-supervised-learning data-augmentation graph-neural-networks gnn neurips-2020

Updated Mar 14, 2022
Python

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

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

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

Updated Dec 9, 2021

huawei-noah / BGCN

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

gcn bayesian-neural-networks graph-convolutional-network graph-learning graph-neural-networks graph-convolutional-neural-networks gnn bayesian-graph-neural-networks

Updated Sep 8, 2019
Python

PeiJieSun / diffnet

Graph Neural Network based Social Recommendation Model. SIGIR2019.

neural-network recommendation social-recommendation gcn graph-convolutional-network gnn graph-neural-network sigir2019 neural-graph neural-network-graph neural-graph-recommendation

Updated Dec 21, 2020
Python

EdMot

benedekrozemberczki / EdMot

Sponsor

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

deep-learning community-detection motif deepwalk networkx louvain igraph network-embedding graph-partitioning gcn graph-clustering node2vec graph-embedding graph-algorithm graph2vec gemsec gnn network-motif graph-motif graph-deco

Updated Mar 2, 2022
Python

ianycxu / RGCN-with-BERT

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

nlp pytorch bert graph-convolutional-networks gcn coreference-resolution graph-neural-networks bert-model gnn

Updated May 18, 2021
Jupyter Notebook

Lin-Yijie / Graph-Matching-Networks

PyTorch implementation of Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).

Updated Mar 21, 2022
Python

ML4ITS / mtad-gat-pytorch

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).

deep-learning time-series pytorch attention anomaly-detection graph-attention-networks graph-neural-networks 2021 gnn mtad-gat

Updated Oct 28, 2021
Python

Improve this page

Add a description, image, and links to the gnn topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the gnn topic, visit your repo's landing page and select "manage topics."