Topic: graph-neural-network Goto Github

👇 Here are 244 public repositories matching this topic...

aravindsankar28 / dysat
graph-neural-network,Representation learning on dynamic graphs using self-attention networks
User: aravindsankar28
dynamic-graphs graph-embedding graph-neural-network self-attention

astrazeneca / chemicalx
graph-neural-network,A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
Organization: astrazeneca
Home Page: https://chemicalx.readthedocs.io
deep-learning pytorch deep-chemistry graph-neural-network drug drug-pair polypharmacy drug-discovery pharma drug-interaction

azminewasi / awesome-graph-research-icml2024
graph-neural-network,All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
User: azminewasi
gnn graph graph-neural-network graph-neural-networks graph-theory molecular-dynamics icml icml-2024

basiralab / gnns-in-network-neuroscience
graph-neural-network,A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
User: basiralab
graph-neural-network graph-prediction biomarker network-neuroscience brain-connectivity brain-disorders geometric-deep-learning gans predictive-intelligence graph-integration

benedekrozemberczki / appnp
graph-neural-network,A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
User: benedekrozemberczki
gcn pytorch graph-convolutional-neural-networks graph-neural-network research machine-learning deep-learning deepwalk node2vec graph-attention

benedekrozemberczki / capsgnn
graph-neural-network,A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
User: benedekrozemberczki
capsgnn capsule-network capsule-neural-networks convolution pytorch research tensorflow machine-learning deep-learning gnn

benedekrozemberczki / datasets
graph-neural-network,A repository of pretty cool datasets that I collected for network science and machine learning research.
User: benedekrozemberczki
network-science network-analysis data-science machine-learning gcn graph-embedding network-embedding community-detection link-prediction node-classification graph-convolution node-embedding graph-neural-network gnn dimensionality-reduction deepwalk node2vec graph2vec benchmark dataset

benedekrozemberczki / musae
graph-neural-network,The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
musae attributed-embedding node-embedding graph-embedding network-embedding gensim deepwalk node2vec tadw asne

benedekrozemberczki / role2vec
graph-neural-network,A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning

benedekrozemberczki / seal-ci
graph-neural-network,A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
User: benedekrozemberczki
gcn graph-convolutional-networks active-learning active-learning-module deep-learning pytorch tensorflow graph-classification node-classification deep-learning-algorithms

benedekrozemberczki / splitter
graph-neural-network,A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
User: benedekrozemberczki
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning

carrierlxk / agnn
graph-neural-network,Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
User: carrierlxk
zero-shot-video-segmentation graph-neural-network video-object-segmentation object-segmentation unsupervised-video-segmentation iccv2019

cvi-szu / me-graphau
graph-neural-network,[IJCAI 2022] Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition, Pytorch code
Organization: cvi-szu
facial-action-unit-detection facial-action-units graph-neural-network pytorch

cynricfu / magnn
graph-neural-network,Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
User: cynricfu
graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding

danielzuegner / gnn-meta-attack
graph-neural-network,Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
User: danielzuegner
Home Page: https://www.kdd.in.tum.de/gnn-meta-attack
adversarial-attacks deep-learning graph-mining graph-neural-network graph-neural-networks machine-learning meta-learning neural-networks

divelab / dig
graph-neural-network,A library for graph deep learning research
Organization: divelab
Home Page: https://diveintographs.readthedocs.io/
deep-learning graph-neural-network graph-generation explainable-ml self-supervised-learning 3d-graph

dongkwan-kim / supergat
graph-neural-network,[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
User: dongkwan-kim
Home Page: https://openreview.net/forum?id=Wi5KUNlqWty
graph-neural-network graph-neural-networks

fanzhenliu / awesome-deep-community-detection
graph-neural-network,Deep and conventional community detection related papers, implementations, datasets, and tools.
User: fanzhenliu
community-detection graph-neural-network deep-learning deep-neural-network network-representation-learning graph-clustering survey network-embedding graph-embedding awesome

fighterlyl / graphneuralnetwork
graph-neural-network,《深入浅出图神经网络：GNN原理解析》配套代码
User: fighterlyl
gnn gcn graph-neural-network

florencejt / fusilli
graph-neural-network,A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸
User: florencejt
Home Page: https://fusilli.readthedocs.io/en/latest/
attention-mechanism cnn data-fusion graph-neural-network imaging machine-learning multi-view multi-view-learning multimodal multimodal-deep-learning multimodality multivariate-analysis pytorch pytorch-lightning variational-autoencoder

flyingdoog / pgexplainer
graph-neural-network,Parameterized Explainer for Graph Neural Network
User: flyingdoog
deep-learning graph-neural-network graph-neural-networks tensorflow

gzcsudo / awesome-hypergraph-network
graph-neural-network,A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.
User: gzcsudo
graph awesome-list graph-neural-network hypergraph higher-order-graph hypergraph-neural-network hypergraph-theory

haofanwang / awesome-computer-vision
graph-neural-network,Awesome Resources for Advanced Computer Vision Topics
User: haofanwang
computer-vision deep-learning awesome-list paper vision-project vision-and-language trajectory-prediction interpretability video-analysis pose-estimation

hegongshan / recommender-systems-paper
graph-neural-network,Must-read Papers for Recommender Systems (RS)
User: hegongshan
recommender-systems collaborative-filtering deep-learning matrix-factorization rating-prediction top-n-recommendations learning-to-rank click-through-rate social-recommendation graph-based-recommendation

huangtinglin / knowledge_graph_based_intent_network
graph-neural-network,Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
User: huangtinglin
www2021 recommendation-system knowledge-graph graph-neural-network knowledge-graph-for-recommendation information-retrieval pytorch explainable-recommendation

huweibo / awesome-federated-learning-on-graph-and-gnn-papers
graph-neural-network,Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
User: huweibo
federated-learning graph-neural-network knowledge-graph gnn graph papers

indexfziq / gnn4nlp-papers
graph-neural-network,A list of recent papers about Graph Neural Network methods applied in NLP areas.
User: indexfziq
graph-neural-network natural-language-processing graph-convolutional-networks question-answering paperlist knowledge-graph knowledge-representation knowledge-based-systems graph-attention-network heterogeneous-graphs

jhy1993 / han
graph-neural-network,Heterogeneous Graph Neural Network
User: jhy1993
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network

jhy1993 / representation-learning-on-heterogeneous-graph
graph-neural-network,Representation-Learning-on-Heterogeneous-Graph
User: jhy1993
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding

joeat1 / gnn_note
graph-neural-network,图神经网络整理
User: joeat1
gnn graph-neural-network survey

juexinwang / scgnn
graph-neural-network,scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks
User: juexinwang
single-cell scrna-seq-analysis graph-neural-network

jwwthu / gnn-communication-networks
graph-neural-network,This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
User: jwwthu
commmunication-networks graph graph-convolutional-networks graph-neural-network

lsj2408 / transformer-m
graph-neural-network,[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)
User: lsj2408
Home Page: https://arxiv.org/abs/2210.01765
transformer general-purpose-molecular-model graph-neural-network graph-transformer molecular-modeling molecule

lucidrains / egnn-pytorch
graph-neural-network,Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
User: lucidrains
artificial-intelligence deep-learning equivariance graph-neural-network

messi-q / graphdeesmartcontract
graph-neural-network,Smart contract vulnerability detection using graph neural network (DR-GCN).
User: messi-q
graph-neural-network gcn vulnerability-detection smart-contract graph2vec

paddlepaddle / pgl
graph-neural-network,Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
Organization: paddlepaddle
heterogeneous-graph-learning graph-neural-network graph metapath graph-learning

peijiesun / diffnet
graph-neural-network,Graph Neural Network based Social Recommendation Model. SIGIR2019.
User: peijiesun
gcn gnn graph-neural-network graph-convolutional-network neural-graph recommendation social-recommendation sigir2019 neural-network neural-network-graph

rampasek / graphgps
graph-neural-network,Recipe for a General, Powerful, Scalable Graph Transformer
User: rampasek
graph-representation-learning long-range-dependence graph-neural-network graph-transformer

recursionpharma / gflownet
graph-neural-network,GFlowNet library specialized for graph & molecular data
Organization: recursionpharma
deep-learning gflownet graph-neural-network pytorch

rucaibox / crslab
graph-neural-network,CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
Organization: rucaibox
Home Page: https://github.com/RUCAIBox/CRSLab
conversational-recommendation pytorch graph-neural-network pretrained-models human-machine-interaction deep-learning dialog-system recommender-system conversation-system recommendation

shen-lab / graphcl
graph-neural-network,[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
User: shen-lab
graph-neural-network contrastive-learning self-supervised-learning pre-training

shuowang-ai / geniepath-pytorch
graph-neural-network,This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)
User: shuowang-ai
Home Page: https://github.com/pyg-team/pytorch_geometric/blob/master/examples/geniepath.py
graph-network graph-neural-network gnn convolutional-networks gcn gat pyg

spacelearner / awesome-dynamicgraphlearning
graph-neural-network,Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
User: spacelearner
deep-learning graph-neural-network graph-neural-networks dynamic-network-embedding dynamic-graph-embedding temporal-network temporal-graph

taishan1994 / pytorch_han
graph-neural-network,异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
User: taishan1994
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network

thiviyant / torch-rgcn
graph-neural-network,A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
User: thiviyant
graph-convolutional-network graph-neural-network link-prediction node-classification relational-graphs

vgraphrnn / vgrnn
graph-neural-network,Variational Graph Recurrent Neural Networks - PyTorch
User: vgraphrnn
variational-autoencoder graph-auto-encoder representation-learning variational-inference graph-convolutional-networks graph-embedding node-embedding graph-neural-networks graph-neural-network variational-autoencoders

xiangwang1223 / neural_graph_collaborative_filtering
graph-neural-network,Neural Graph Collaborative Filtering, SIGIR2019
User: xiangwang1223
collaborative-filtering graph-neural-network sigir2019 recommender-system high-order-connectivity neural-collaborative-filtering personalized-recommendation recommendation

yuweihao / kern
graph-neural-network,Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)
User: yuweihao
scene-graph-generation scene-graph graph-neural-network computer-vision pytorch

zjhthu / oanet
graph-neural-network,Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
User: zjhthu
image-matching outlier-rejection iccv2019 graph-neural-network 3d-reconstruction

zzy979 / pytorch-tutorial
graph-neural-network,PyTorch示例代码；复现GNN模型
User: zzy979
graph-neural-network pytorch pytorch-tutorial