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Search results for graph neural networks gcn
gcn
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graph-neural-networks
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32 search results found
Euler
⭐
2,846
A distributed graph deep learning framework.
Stellargraph
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2,768
StellarGraph - Machine Learning on Graphs
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Graphneuralnetwork
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721
《深入浅出图神经网络:GNN原理解析》配套代码
Clustergcn
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691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Awesome Deep Graph Clustering
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626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
Gnn Recommender Systems
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551
An index of recommendation algorithms that are based on Graph Neural Networks.
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Graphwaveletneuralnetwork
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501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Awesome Gcn
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377
resources for graph convolutional networks (图卷积神经网络相关资源)
Appnp
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322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Ppnp
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315
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
Sgcn
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253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Seal Ci
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206
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Hgp Sl
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194
Hierarchical Graph Pooling with Structure Learning
Literatures On Gnn Acceleration
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173
A reading list for deep graph learning acceleration.
Diffnet
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143
Graph Neural Network based Social Recommendation Model. SIGIR2019.
Gcn With Bert
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140
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
Braingb
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131
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
Dcrn
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126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
Geniepath Pytorch
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91
This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)
Awesome Drug Pair Scoring
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85
Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
Graphdeesmartcontract
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84
Smart contract vulnerability detection using graph neural network (DR-GCN).
Bgcn
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72
A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
Dagnet
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72
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
Graphmix
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60
Code for reproducing results in GraphMix paper
Pdn
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51
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Asap
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34
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
Nebula Dgl
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30
NebulaGraph DGL(Deep Graph Library) Integration Package. (WIP)
Gradientgating
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29
Gradient gating (ICLR 2023)
Tip
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19
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Solubility Prediction With Graph Neural Networks
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16
GNN, GCN, Molecular Solubility, RDKit, Cheminformatics
P Reg
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13
Rethinking Graph Regularization for Graph Neural Networks (AAAI2021)
Extended Simgnn
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11
A PyTorch Geometric implementation of SimGNN with some extensions.
Kgcn_keras
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9
A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation
Graph In Recommendation Systems
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7
GNNs in Recommendation Systems
Graphml
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7
PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks"
Bert_gnn_arxiv
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6
Multi-class Classification with fine-tuned BERT & GNN
Ra Gcn Media2022
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6
Implementation code of RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data accepted by Medical Image Analysis Journal (MedIA 2022)
Swahili Text Gcn
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5
Graph Convolutional Network for Swahili News Classification: https://arxiv.org/abs/2103.09325
Jax Gcn
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5
Graph Convolutional Networks in JAX
Sgattack
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5
Official Repository for "Adversarial Attack on Large Scale Graph." [TKDE 2021]
Machine Learning With Graphs
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5
My solutions for Stanford University course CS224W: Machine Learning with Graphs Fall 2021 colabs (GNN, GAT, GraphSAGE, GCN)
Pytorch_gnn_implementation
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5
PyTorch implementation of GNN models
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1-32 of 32 search results
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