gnn-algorithm

There are 1 repository under gnn-algorithm topic.

PonderLY / PC-GNN
(WWW 2021) Source code of PC-GNN
gnn-algorithm gnns
Language:Python 106
nobodymx / Resilient-swarm-communications-with-meta-graph-convolutional-networks
Meta graph convolutional neural network-assisted resilient swarm communications
gnn-algorithm meta-learning research-paper
Language:Python 77
GraphDetec / MGTAB
A Multi-relational Graph-Based Twitter Account Detection Benchmark
bot-detection dataset gnn-algorithm stance-detection
Language:Python 61
H4Y3J1N / Graph-Travel
with GUG, Let's explore the Graph Neural Network!
gnn gnn-algorithm gnn-architectures gnn-learning gnn-model
Language:Jupyter Notebook 22
XLearning-SCU / 2023-ICCV-COMMON
This repo contains the code and data of "Graph Matching with Bi-level Noisy Correspondence".
gnn gnn-algorithm graphmatching noisy-correspondence
Language:Python 20
rvdweerd / simmodel
Solving pursuit-evasion problems on graphs using Reinfocement Learning and GNNs
reinforcement-learning ppo-pytorch dqn-pytorch gnn-algorithm pursuit-evasion deep-reinforcement-learning lstm-neural-networks partial-observability pomdp pytorch-geometric reinforcement-learning-algorithms graph-neural-networks graph-representation-learning
Language:Python 17
MengjieZhao / dyedgegat
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems
anomaly-detection gnn-algorithm machine-learning-algorithms
Language:Python 16
ClaudMor / gravity_gae_torch_geometric
Pytorch Geometric implementation of the "Gravity-Inspired Graph Autoencoders for Directed Link Prediction" paper.
autoencoder deep-learning gnn-algorithm gnn-model gnns graphneuralnetwork machine-learning statistics
Language:Python 9
JhuoW / GNN_algorithm
自己对一些GNN算法的拙劣复现基于Tensorflow2.3
gnn-tensorflow2 gnn-algorithm gnn
Language:Jupyter Notebook 7
abdulbasit656 / Obstacle-Detection-Tracking-in-Maritime-Environment
Real-Time Obstacle Detection & Tracking in Maritime Environment for USVs using YOLO and EKF
ekf gnn-algorithm hungarian-algorithm marine-dataset usv yolov3
1
azminewasi / CADGL
Data and code of CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions
bioinformatics biomedical-data-science biostatistics context-aware-system deep-learning deep-neural-networks drug-design drug-discovery drug-drug-interaction drugbank drugs gnn gnn-algorithm gnns graph-neural-network graph-neural-networks link-prediction machine-learning pytorch pytorch-geometric
Language:Python 1
Lizhecheng02 / Graph-Neural-Network
Introductory code for basic graph neural networks.
basic gnn-algorithm
Language:Jupyter Notebook 0
mlimbuu / pytorch-GAT
This repository contains implementation of Graph Attention Networks(GATs) using Pytorch.
gnn gnn-algorithm pytorch-gat
Language:Jupyter Notebook 0
Sovik-Ghosh / SelfGNNplus
SelfGNNplus achieves up to 5.97% improvement in Hit Rate and 6.41% in NDCG compared to the best baseline models. Ablation studies highlight the critical role of interval-level dependencies, revealing their substantial impact on recommendation accuracy. The study also examines the effects of key hyperparameters on model performance and computation.
attention-mechanism gnn gnn-algorithm gnn-model recommendation-algorithm recommendation-system self-supervised-learning tcn
Language:Python 0
Christina0317 / GNN_stock
Combine GNN and GRU to make some predictions.
gnn-algorithm gru
Language:Jupyter Notebook
HannanJaved / FairnessAwareMEssages
Repository for FAME and A-FAME used to perform bias mitigation when using GNNs
bias-mitigation fairness-ai gnn-algorithm
Language:Python
ZaidMohsin457 / Parallelizing-GNN
This project demonstrates parallelization techniques for Graph Neural Networks (GNNs) using: CUDA for GPU acceleration MPI (mpi4py) for distributed computing Python Multiprocessing for parallel processing The implementation uses the PubMed dataset from PyTorch Geometric and a 2-layer GCN model.
cuda-programming gcn gnn-algorithm gnn-model mpi4py parallel-computing parallel-programming
Language:Python

gnn-algorithm

PonderLY / PC-GNN

nobodymx / Resilient-swarm-communications-with-meta-graph-convolutional-networks

GraphDetec / MGTAB

H4Y3J1N / Graph-Travel

XLearning-SCU / 2023-ICCV-COMMON

rvdweerd / simmodel

MengjieZhao / dyedgegat

ClaudMor / gravity_gae_torch_geometric

JhuoW / GNN_algorithm

abdulbasit656 / Obstacle-Detection-Tracking-in-Maritime-Environment

azminewasi / CADGL

Lizhecheng02 / Graph-Neural-Network

mlimbuu / pytorch-GAT

Sovik-Ghosh / SelfGNNplus

Christina0317 / GNN_stock

HannanJaved / FairnessAwareMEssages

ZaidMohsin457 / Parallelizing-GNN