naihemeng's repositories
naihemeng.github.io
Homepage of Guo Xuan
v2ray
V2Ray 一键安装脚本 & 管理脚本
CSL
[COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集
trustworthyAI
trustworthy AI related projects
MHC
This account includes code for the paper "Measuring Human Capital using Global Learning Data" published in Nature. The data is available on World Bank websites.
distance-encoding
Distance Encoding for GNN Design
GraphRicciCurvature
A NetworkX addon to compute the graph Ricci curvature and Ricci flow.
covid19-sea
COVID 19 Data and Dashboard for southeast Asia (Singapore, Malaysia, Indonesia, Thailand, Vietnam etc)
GraKeL
A scikit-learn compatible library for graph kernels
pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
struc2vec
This repository provides a reference implementation of struc2vec.
DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
gcn
Implementation of Graph Convolutional Networks in TensorFlow
pygcn
Graph Convolutional Networks in PyTorch
NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
AWE
Compute graph embeddings via Anonymous Walk Embeddings
mgcnn
Multi-Graph Convolutional Neural Networks
Dynamic-Stochastic-Block-Model
MATLAB toolbox for fitting discrete-time dynamic stochastic block models