Topic: "graph-convolution"
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: 14 days ago - Pushed at: 25 days ago - Stars: 2,769 - Forks: 387
benedekrozemberczki/CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Language: Python - Size: 4.66 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 1,254 - Forks: 199
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: 18 days ago - Pushed at: over 2 years ago - Stars: 799 - Forks: 135
benedekrozemberczki/SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Language: Python - Size: 2.44 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 792 - Forks: 149
benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
Size: 91.4 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 623 - Forks: 84
benedekrozemberczki/GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Language: Python - Size: 4.15 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 592 - Forks: 117
benedekrozemberczki/MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Language: Python - Size: 5.06 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 404 - Forks: 56
benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Language: Python - Size: 13 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 274 - Forks: 57
benedekrozemberczki/GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Language: Python - Size: 2.9 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 273 - Forks: 57
bardiadoosti/HOPE
Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"
Language: Python - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 255 - Forks: 54
ConanCui/Paper-List
A reading paper list which is mainted daily
Size: 7.91 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 218 - Forks: 42
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: 26 days ago - Pushed at: over 2 years ago - Stars: 211 - Forks: 43
dhavalpotdar/Graph-Convolution-on-Structured-Documents
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
Language: Python - Size: 634 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 140 - Forks: 63
aimat-lab/gcnn_keras
Graph convolutions in Keras with TensorFlow, PyTorch or Jax.
Language: Jupyter Notebook - Size: 92.4 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 114 - Forks: 31
benedekrozemberczki/walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Language: Python - Size: 2.99 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 105 - Forks: 22
benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Language: Python - Size: 1.93 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 17
FangpingWan/NeoDTI
NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions
Language: Python - Size: 21.4 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 74 - Forks: 33
diegovalsesia/GraphCNN-GAN
Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
Language: Python - Size: 420 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 58 - Forks: 9
he-dhamo/simsg
Semantic Image Manipulation using Scene Graphs (CVPR 2020)
Language: Python - Size: 2.73 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 52 - Forks: 14
benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Language: Python - Size: 14.3 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 13
AmitRoy7781/USTGCN
[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
Language: Python - Size: 23.6 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 33 - Forks: 12
iggisv9t/graph-stuff
Things related to graphs
Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 8
pulkit1joshi/SimGNN
Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.
Language: Python - Size: 3.75 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 8
ynxu15/pgcn
Path conditioned Graph Convolutional Network
Language: Python - Size: 41.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 19 - Forks: 1
thisisbhavin/graphicalForest
Using the adjacency matrix and random forest get the Name, Address, Items, Prices, Grand total from all kind of invoices.
Language: Python - Size: 68.1 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 4
jeongwhanchoi/GFSA
"Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024
Language: Python - Size: 6.58 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 1
VincLee8188/Spatio-temporal-forecasting-PyTorch
Leverage on recent advances in graph convolution and sequence modeling to design neural networks for spatio-temporal forecasting, which including the use of graph convolutional neural networks, gated recurrent units and transformers.
Language: Python - Size: 1.01 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3
sj-li/PR-GCN
Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition(RA-L with ICRA 2021)
Language: Python - Size: 144 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1
Billy1900/GNN-Learning-and-Integration
Awesome GNN Learning For beginners
Size: 22.5 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 2
ericgossett/higher-order-graph-convolutional-neural-network
A Tensorflow implementation of a higher order graph convolutional neural network
Language: Python - Size: 1020 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 4
ioannisa92/Nanopore_modification_inference
Graph Convolution based model for de novo identification of nucleotide modifications
Language: Python - Size: 156 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
VirtualRoyalty/Text-level-GCN
Source code of the final course paper "Enhancing Word Embeddings with Graph-Based Text Representations"
Language: Jupyter Notebook - Size: 32 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1
deinal/infant-aagcn
Learning Developmental Age from 3D Infant Kinetics Using Adaptive Graph Neural Networks
Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0
XiaShan1227/SimGNN
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Language: Python - Size: 242 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2
hannesk95/ExplainingAnatomicalShapeVariability
This work showcases a variational graph autoencoder disentanglement using 3D mesh data.
Language: HTML - Size: 173 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1
chandan047/GCN-GLAC
Graph convolution-based visual storytelling
Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2
matthieumeo/pycsou-gsp
Pycsou extension module for linear inverse problems involving signals defined on non Euclidean domains represented as graphs.
Language: Python - Size: 750 KB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 2
XiaShan1227/Self-Attention-Graph-Pooling
Self-Attention Graph Pooling
Language: Python - Size: 4.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Mamiglia/BNN_Human_motion
Bayesian Neural Network modeling for Human Pose Forecasting
Language: Jupyter Notebook - Size: 219 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
szuboy/torchwatch
Deep Learning Basic Module built with Pytorch
Language: Python - Size: 63.5 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
