Projects in Awesome Lists tagged with graph-convolutional-network

https://github.com/open-mmlab/mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

action-recognition deep-learning graph-convolutional-network pytorch skeleton-based-action-recognition

Last synced: 13 Apr 2025

https://github.com/benedekrozemberczki/graphwaveletneuralnetwork

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

convolutional-neural-networks deep-learning deepwalk gcn gpt2 gpt3 graph-convolution graph-convolutional-network graph-neural-networks graph-representation graphsage gwnn iclr machine-learning node2vec pytorch research sklearn tensorflow transformer

Last synced: 05 Apr 2025

https://github.com/benedekrozemberczki/GraphWaveletNeuralNetwork

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

convolutional-neural-networks deep-learning deepwalk gcn gpt2 gpt3 graph-convolution graph-convolutional-network graph-neural-networks graph-representation graphsage gwnn iclr machine-learning node2vec pytorch research sklearn tensorflow transformer

Last synced: 17 Apr 2025

https://github.com/wenwenyu/PICK-pytorch

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

document-analysis document-understanding graph-convolutional-network graph-learning graph-neural-networks key-information-extraction

Last synced: 28 Apr 2025

https://github.com/maggie0106/Graph-CNN-in-3D-Point-Cloud-Classification

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

3d-classification convolutional-neural-networks gcn gcnn graph graph-cnn graph-convolutional-network graph-convolutional-networks graph-convolutional-neural-networks point-cloud pointcloud

Last synced: 20 Mar 2025

https://github.com/yueliu1999/DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 08 May 2025

https://github.com/jianhuupenn/SpaGCN

SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

graph-convolutional-network spatial-domains spatial-transcriptomics spatially-variable-genes

Last synced: 21 Jul 2025

https://github.com/PeiJieSun/diffnet

Graph Neural Network based Social Recommendation Model. SIGIR2019.

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

Last synced: 02 Apr 2025

https://github.com/huawei-noah/bgcn

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

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

Last synced: 09 Apr 2025

https://github.com/thiviyant/torch-rgcn

A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).

graph-convolutional-network graph-neural-network link-prediction node-classification relational-graphs

Last synced: 09 Oct 2025

https://github.com/shagunsodhani/pregel

Tensorflow implementation of Graph Convolutional Network

graph-convolutional-network tensorflow

Last synced: 24 Jan 2026

https://github.com/hibayesian/awesome-graph-learning-papers

A curated list of graph learning papers, articles, tutorials, slides and projects

graph-algorithm graph-computing graph-convolutional-network graph-embedding graph-neural-network

Last synced: 03 Jan 2026

https://github.com/abpaudel/floorplan-graph

Room Classification on Floor Plan Graphs using Graph Neural Networks

graph-convolutional-network graph-neural-network graph-neural-networks node-classification

Last synced: 10 Apr 2025

https://github.com/mikel-brostrom/deep_spammer_detection_gcn

An introduction to graph convolutional neural networks with PyTorch Geometric

deep-neural-networks graph-convolutional-network spammer-detection

Last synced: 13 Apr 2025

https://github.com/liulizhi1996/HPOFiller

The implementation of paper "HPOFiller: identifying missing protein-phenotype associations by graph convolutional network".

graph-convolutional-network human-phenotype-ontology matrix-completion

Last synced: 21 Jul 2025

https://github.com/yeonghyeon/pipgcn-tf2

Unofficial TensorFlow implementation of Protein Interface Prediction using Graph Convolutional Networks.

graph-convolutional-network graph-convolutional-networks graph-neural-network graph-neural-networks prediction protein protein-protein-interaction

Last synced: 26 Apr 2025

https://github.com/dmmiller612/correlation-gcn

Correlation Graph Convolutional Networks on Gene Expression and other Biology data

deep-learning gcn gene gene-expression graph graph-convolutional-network proteomics tensorflow

Last synced: 29 Oct 2025

https://github.com/reshalfahsi/molecule-generation-drug-discovery

Small Molecular Graph Generation for Drug Discovery

cheminformatics drug-discovery gan generative-adversarial-network graph-convolutional-network graph-neural-network molecular-graph pytorch-lightning rgcn

Last synced: 10 Oct 2025

https://github.com/jiwoncpark/node-to-joy

Modeling the external convergence from photometric catalogs

graph-convolutional-network uncertainty-quantification

Last synced: 25 Oct 2025

https://github.com/trafficgcn/haversine_mapping_for_spatial_integration_in_graph_convolutional_networks

Calculating the nearest weather sensor for each traffic sensor and then merging the weather sensors' temporal data with the traffic sensors'.

data data-science gcn graph graph-convolutional-network graph-convolutional-networks haversine haversine-formula metr-la neural-network neural-networks pems-bay python t-gcn temporal traffic traffic-analysis traffic-congestion weather

Last synced: 10 Oct 2025

https://github.com/spk-22/neuro-fusion

Multi-scale Graph Neural Network for early diagnosis of Alzheimer’s disease using genomic, proteomic, and neuroimaging data.

early-ad-prediction gene-coexpression gnn-model graph-convolutional-network neuro-imaging ppi-network pytorch

Last synced: 27 Jun 2025

https://github.com/quantori/structure-seer

The implementation, training and evaluation of a Structure Seer machine learning model designed for reconstruction of adjacency of a molecular graph from the labelling of its nodes.

cheminformatics graph graph-convolutional-network machine-learning ml molecular-graph molecular-graph-learning molecule molecule-generation nmr-data nmr-spectroscopy