Topic: "graph-convolutional-networks"
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
Language: Python - Size: 22.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 22,452 - Forks: 3,829
naganandy/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4,918 - Forks: 779
benedekrozemberczki/awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Language: Python - Size: 1.79 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 4,790 - Forks: 739
stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
Language: Python - Size: 92.5 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 3,016 - Forks: 437
alibaba/euler
A distributed graph deep learning framework.
Language: C++ - Size: 2.49 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 2,899 - Forks: 558
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language: Python - Size: 13.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2,821 - Forks: 395
safe-graph/graph-fraud-detection-papers
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
Size: 316 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1,571 - Forks: 269
yao8839836/text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
Language: Python - Size: 841 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1,377 - Forks: 437
dair-ai/GNNs-Recipe
🟠 A study guide to learn about Graph Neural Networks (GNNs)
Size: 55.7 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 1,212 - Forks: 128
dsgiitr/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 1,195 - Forks: 228
lightaime/deep_gcns_torch
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
Language: Python - Size: 7.02 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 1,159 - Forks: 156
DSE-MSU/DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
Language: Python - Size: 11.9 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1,037 - Forks: 192
tsinghua-fib-lab/GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
Size: 186 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1,030 - Forks: 140
yueliu1999/Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
Language: Python - Size: 1.01 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 921 - Forks: 147
shubhomoydas/ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Language: Python - Size: 125 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 855 - Forks: 184
IndexFziQ/GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Size: 188 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 855 - Forks: 139
benedekrozemberczki/ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Language: Python - Size: 14.2 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 799 - Forks: 136
svjan5/GNNs-for-NLP
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
Language: Python - Size: 4.97 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 781 - Forks: 114
safe-graph/DGFraud
A Deep Graph-based Toolbox for Fraud Detection
Language: Python - Size: 80.4 MB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 731 - Forks: 163
Mariewelt/OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
Language: Python - Size: 162 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 703 - Forks: 116
chainer/chainer-chemistry
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
Language: Python - Size: 2.28 MB - Last synced at: 30 days ago - Pushed at: about 2 years ago - Stars: 668 - Forks: 131
PetarV-/DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
Language: Python - Size: 136 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 641 - Forks: 137
malllabiisc/CompGCN
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
Language: Python - Size: 4.35 MB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 597 - Forks: 107
typedb/typedb-ml 📦
TypeDB-ML is the Machine Learning integrations library for TypeDB
Language: Python - Size: 11 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 549 - Forks: 92
chaitjo/efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)
Language: Python - Size: 2.32 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 533 - Forks: 64
matenure/FastGCN
The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""
Language: Python - Size: 4.96 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 524 - Forks: 112
jwwthu/GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
Size: 447 KB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 489 - Forks: 75
hwwang55/KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
Language: Python - Size: 171 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 488 - Forks: 148
mims-harvard/decagon
Graph convolutional neural network for multirelational link prediction
Language: Jupyter Notebook - Size: 605 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 438 - Forks: 142
Cartus/AGGCN
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
Language: Python - Size: 194 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 435 - Forks: 88
garyzhao/SemGCN
The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).
Language: Python - Size: 5.95 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 432 - Forks: 78
abduallahmohamed/Social-STGCNN
Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020
Language: Python - Size: 5.74 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 423 - Forks: 136
zhiyongc/Graph_Convolutional_LSTM
Traffic Graph Convolutional Recurrent Neural Network
Language: Jupyter Notebook - Size: 8.69 MB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 383 - Forks: 120
mlabonne/graph-neural-network-course
Free hands-on course about Graph Neural Networks using PyTorch Geometric.
Language: Jupyter Notebook - Size: 5.84 MB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 366 - Forks: 72
Zhongdao/gcn_clustering
Code for CVPR'19 paper Linkage-based Face Clustering via GCN
Language: Jupyter Notebook - Size: 581 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 364 - Forks: 86
kyzhouhzau/NLPGNN
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
Language: Python - Size: 205 KB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 334 - Forks: 66
bknyaz/graph_nn
Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)
Language: Jupyter Notebook - Size: 187 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 333 - Forks: 71
twitter-research/graph-neural-pde
Graph Neural PDEs
Language: Jupyter Notebook - Size: 18.3 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 328 - Forks: 56
flatironinstitute/DeepFRI
Deep functional residue identification
Language: Python - Size: 388 MB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 320 - Forks: 85
qianlim/CAPE
Official implementation of CVPR2020 paper "Learning to Dress 3D People in Generative Clothing" https://arxiv.org/abs/1907.13615
Language: Python - Size: 8.93 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 314 - Forks: 40
lrjconan/LanczosNetwork
Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
Language: Python - Size: 71.3 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 313 - Forks: 66
xptree/DeepInf
DeepInf: Social Influence Prediction with Deep Learning
Language: Python - Size: 84.1 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 293 - Forks: 87
malllabiisc/WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Language: Python - Size: 5.07 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 291 - Forks: 64
bdy9527/SDCN
Structural Deep Clustering Network
Language: Python - Size: 88.3 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 274 - Forks: 72
aptx1231/Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
Size: 243 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 260 - Forks: 58
BUAA-CI-LAB/Literatures-on-GNN-Acceleration
A reading list for deep graph learning acceleration.
Size: 235 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 247 - Forks: 22
malllabiisc/RESIDE
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Language: CSS - Size: 5.58 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 247 - Forks: 48
maggie0106/Graph-CNN-in-3D-Point-Cloud-Classification
Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)
Language: Python - Size: 3.13 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 247 - Forks: 65
TianBian95/BiGCN
Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020
Language: Python - Size: 97.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 238 - Forks: 69
Knowledge-Precipitation-Tribe/Spatio-Temporal-papers
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
Language: Jupyter Notebook - Size: 138 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 219 - Forks: 73
icoxfog417/graph-convolution-nlp
Graph Convolution Network for NLP
Language: Jupyter Notebook - Size: 9.79 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 212 - Forks: 36
benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Language: Python - Size: 5.08 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 211 - Forks: 43
HennyJie/BrainGB
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
Language: MATLAB - Size: 820 KB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 202 - Forks: 42
pyg-team/pyg-lib
Low-Level Graph Neural Network Operators for PyG
Language: C++ - Size: 943 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 199 - Forks: 49
yueliu1999/DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
Language: Python - Size: 10.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 196 - Forks: 28
mims-harvard/graphml-tutorials
Tutorials for Machine Learning on Graphs
Language: Jupyter Notebook - Size: 56.4 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 195 - Forks: 52
dreamhomes/PyTorch-GNNs
The implement of GNN based on Pytorch
Language: Python - Size: 7.33 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 165 - Forks: 47
zhouchunpong/GCN_Keras
图卷积神经网络 Graph Convolutional Network with Keras
Language: Python - Size: 177 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 151 - Forks: 35
ianycxu/GCN-with-BERT
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
Language: Jupyter Notebook - Size: 959 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 141 - Forks: 27
bkj/pytorch-graphsage
Representation learning on large graphs using stochastic graph convolutions.
Language: Python - Size: 6.36 MB - Last synced at: 8 days ago - Pushed at: about 7 years ago - Stars: 138 - Forks: 28
zzaebok/KGCN-pytorch
KGCN pytorch model implementation
Language: Jupyter Notebook - Size: 3.81 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 137 - Forks: 43
plkmo/Bible_Text_GCN
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
Language: Python - Size: 3.58 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 133 - Forks: 34
sjtuzq/person_search_gcn
[CVPR2019, Oral] Learning Context Graph for Person Search
Language: Python - Size: 38.1 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 129 - Forks: 19
leowyy/GraphTSNE
PyTorch Implementation of GraphTSNE, ICLR’19
Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 127 - Forks: 22
JD-AI-Research-Silicon-Valley/SACN
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
Language: Python - Size: 8.21 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 113 - Forks: 30
codeKgu/Text-GCN
A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)
Language: Python - Size: 24.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 113 - Forks: 24
malllabiisc/ProteinGCN
ProteinGCN: Protein model quality assessment using Graph Convolutional Networks
Language: Python - Size: 4.99 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 109 - Forks: 19
Tony-Y/cgnn
Crystal Graph Neural Networks
Language: Python - Size: 2.07 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 107 - Forks: 24
clinfo/kGCN
A graph-based deep learning framework for life science
Language: Python - Size: 12.4 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 35
Shen-Lab/SS-GCNs
[ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
Language: Python - Size: 12.2 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 105 - Forks: 27
Evgeneus/Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
Language: Python - Size: 3.08 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 102 - Forks: 18
nju-websoft/AliNet
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
Language: Python - Size: 316 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 97 - Forks: 15
VGraphRNN/VGRNN
Variational Graph Recurrent Neural Networks - PyTorch
Language: Python - Size: 9.55 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 95 - Forks: 31
sheryl-ai/MVGCN
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)
Language: Python - Size: 6.81 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 95 - Forks: 17
BatsResearch/zsl-kg
Framework for zero-shot learning with knowledge graphs.
Language: Python - Size: 33.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 94 - Forks: 7
kevalmorabia97/CoVA-Web-Object-Detection
A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!
Language: Python - Size: 1.4 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 93 - Forks: 14
pfnet-research/graph-nvp
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs
Language: Python - Size: 311 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 92 - Forks: 18
xwhan/Extremely-Fine-Grained-Entity-Typing
PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)
Language: Python - Size: 248 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 90 - Forks: 8
deepkashiwa20/MegaCRN
[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
Language: Python - Size: 457 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 15
EdisonLeeeee/GreatX
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
Language: Python - Size: 8.14 MB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 85 - Forks: 13
yao8839836/fast_text_gcn
FastGCN for inductive text classification
Language: Python - Size: 3.73 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 85 - Forks: 23
verlab/Learning2Dance_CAG_2020
PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
Language: Python - Size: 38.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 11
diegovalsesia/gcdn
Deep Graph-Convolutional Image Denoising
Language: Python - Size: 191 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 27
hwwang55/GCN-LPA
A tensorflow implementation of GCN-LPA
Language: Python - Size: 11.1 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 83 - Forks: 20
hosang/gossipnet
Non-maximum suppression for object detection in a neural network
Language: Python - Size: 86.9 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 80 - Forks: 25
abduallahmohamed/Social-Implicit
Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" Accepted @ ECCV2022
Language: Python - Size: 6.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 9
liyu95/Disease_gene_prioritization_GCN
PGCN: Disease gene prioritization by disease and gene embedding through GCN
Language: Python - Size: 36.3 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 24
txie-93/gdynet
Unsupervised learning of atomic scale dynamics from molecular dynamics.
Language: Jupyter Notebook - Size: 281 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 76 - Forks: 23
Cartus/DCGCN
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
Language: Python - Size: 3.46 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 76 - Forks: 8
acbull/LADIES
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
Language: Python - Size: 6.32 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 18
SitaoLuan/ACM-GNN
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
Language: Python - Size: 26.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 72 - Forks: 8
cptq/SignNet-BasisNet
SignNet and BasisNet
Language: Python - Size: 2.55 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 72 - Forks: 13
berlincho/RGCN-pytorch
Pytorch implementation of Relational GCN for node classification
Language: Python - Size: 239 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 69 - Forks: 14
KaiyuanZh/awesome-graph-representation-learning
A curated list of awesome graph representation learning.
Size: 3.91 KB - Last synced at: 11 days ago - Pushed at: over 4 years ago - Stars: 69 - Forks: 6
pfnet-research/chainer-graph-cnn
Chainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)
Language: Python - Size: 53.7 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 68 - Forks: 17
DeepLearnPhysics/dynamic-gcnn
Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation
Language: Python - Size: 114 KB - Last synced at: 19 days ago - Pushed at: over 6 years ago - Stars: 65 - Forks: 11
leftthomas/DGCNN
A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"
Language: Python - Size: 36.6 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 64 - Forks: 16
pfnet-research/bayesgrad
BayesGrad: Explaining Predictions of Graph Convolutional Networks
Language: Jupyter Notebook - Size: 274 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 9
dfdazac/dgi
TensorFlow implementation of Deep Graph Infomax
Language: Python - Size: 4.97 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 63 - Forks: 9
gmum/geo-gcn
The official implementation of the SGCN architecture.
Language: Python - Size: 68.4 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 62 - Forks: 18
