GB-GNN

ivaniscoding/gnn-for-combinatorial-optimization43

GNNs

An implementation of graph neural networks for solving combinatorial optimization problems

tensorflow/gnn1.4K

Graph Network Library

Builds Graph Neural Networks on the TensorFlow platform using heterogeneous graphs and various machine learning techniques.

aqibsaeed/genetic-cnn218

CNN optimizer

A tool for exploring and optimizing the architecture of Convolutional Neural Networks using a Genetic Algorithm

ahmedfgad/neuralgenetic241

Neural network optimizer

Trains artificial neural networks using the genetic algorithm

bupt-gamma/openhgnn879

Graph Neural Network Toolkit

An open-source toolkit for training and applying heterogeneous graph neural networks using PyTorch and the Deep Graph Library.

je-dbl/gnn-recsys284

GNN recommender

A framework for building and training Graph Neural Networks for recommendation systems

benedekrozemberczki/mixhop-and-n-gcn403

Graph CNN

A deep learning framework implementation of higher-order graph convolutional architectures and their applications

dawnranger/pytorch-agnn146

Graph Neural Network

An implementation of an attention-based graph neural network in PyTorch for semi-supervised learning

gasteigerjo/ppnp321

Graph classifier

Implementations of a graph neural network model for personalized graph classification

datake/adagcn60

AdaGCN model

An implementation of an AdaGCN model that adapts Graph Convolutional Networks to deep models for graph neural networks tasks.

stormraiser/gan-weight-norm181

GAN optimizer

Improves the performance of Generative Adversarial Networks by normalizing weights and batch data

sangyx/gtrick287

GNN tricks

A collection of reusable techniques to improve the performance of graph neural networks.

deepgraphlearning/gmnn403

Graph learning framework

A software framework that integrates statistical relational learning and graph neural networks for semi-supervised object classification and unsupervised node representation learning.

benedekrozemberczki/sgcn270

Graph algorithm

An implementation of a deep learning algorithm for graph data

donggong1/learn-optimizer-rgdn32

Image deconvolution optimizer

An implementation of deep learning-based optimization method for image deconvolution, which improves the quality of blurry images by generating new blur kernels.