graph-convolution 开源项目推荐（43 个）

benedekrozemberczki /pytorch_geometric_temporal

PyTorch几何时态：利用神经机器学习模型处理时空信号（CICM 2021）

benedekrozemberczki /CapsGNN

“胶囊图神经网络”（ICLR 2019）的PyTorch实现。

benedekrozemberczki /SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

benedekrozemberczki /ClusterGCN

PyTorch 实现的《Cluster-GCN：一种高效算法用于训练深层和大型图卷积网络》（KDD 2019）。

benedekrozemberczki /datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

benedekrozemberczki /GraphWaveletNeuralNetwork

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

benedekrozemberczki /MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

benedekrozemberczki /SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

benedekrozemberczki /GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

bardiadoosti /HOPE

Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"

benedekrozemberczki /SEAL-CI

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

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

aimat-lab /gcnn_keras

Graph convolutions in Keras with TensorFlow, PyTorch or Jax.

benedekrozemberczki /walklets

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

FangpingWan /NeoDTI

NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions

benedekrozemberczki /TENE

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

he-dhamo /simsg

Semantic Image Manipulation using Scene Graphs (CVPR 2020)

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

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".

pulkit1joshi /SimGNN

Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.