KaitoSatta

awesome-network-embedding

A curated list of network embedding techniques.

graph_classification

Learning from graph data using Keras

MUSAE

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

P-GNN

Position-aware Graph Neural Networks

LINE

LINE: Large-scale information network embedding

A-Directed-Graph-Fourier-Transform-with-Spread-Frequency-Components

sympy

A computer algebra system written in pure Python

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

Efficient-SSL

Implementation for IGCN and GLP model in our paper "Label Efficient Semi-Supervised Learning via Graph Filtering."

gfnn

Graph Filter Neural Network (ICPR'20)

learning-amg

Learning Algebraic Multigrid Using Graph Neural Networks

NS-LAMG

Algebric Multigrid Solver for Directed Graph Laplacian Systems

lamg

Lean Algebraic Multigrid

GraphZoom

GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

Subg-Con

Code for ICDM2020 full paper: "Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning"

ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

Graph-Bert

Source code of Graph-Bert

graph_refinement

This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks", Raghavendra Selvan et al. 2020

SEG-BERT

Source code of "Segmented GRAPH-BERT Model"

Graph-Bert

Source code of the "Graph-Bert: Only Attention is Needed for Learning Graph Representations" paper

GResNet

Source code of GResNet

ar-cutpaste

Cut and paste your surroundings using AR

Evaluation_Framework_For_Graph_Embedding

Deep Neural Networks Based Approaches for Graph Embeddings

gcn_tutorial

A tutorial on Graph Convolutional Neural Networks

keras-gcn

Keras implementation of Graph Convolutional Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

sherlock

Hunt down social media accounts by username across social networks

hyper-pinker

pathpy

An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.

Meta-GNN

Implementation of Meta-GNN in TensorFlow