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a-context-path-based-graph-neural-network-model

Official code implementation for CIKM 21 paper Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model

chebnet_cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

communities

Library of community detection algorithms and visualization tools

continuousgnn

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cv

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

dbn

Source code of TKDE-23 paper "Topic Modeling on Document Networks with Dirichlet Optimal Transport Barycenter"

deepwalk

DeepWalk - Deep Learning for Graphs

graph_nets-chebnet-

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

graphbtm

Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.

graphembedding

Implementation and experiments of graph embedding algorithms.

hgtm

Source code of KDD-23 paper "Hyperbolic Graph Topic Modeling Network with Continuously Updated Topic Tree"

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

node2vec

overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

paddlerec

LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

pygcn

Semi-Supervised Classification with Graph Convolutional Networks

python-louvain

Louvain Community Detection

pytorch_geometric

Graph Neural Network Library for PyTorch

segnn

Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network

the-importance-of-a-consistent-benchmark-for-community-detection

Python Framework for An Investigation into Unsupervised GNN Learning Environments

vgaer

Simple and efficient -- a novel unsupervised community detection with the fusion of modularity and network structure

vgatm

Source code of KDD-22 paper "Variational Graph Author Topic Modeling"

zihao_course

同济子豪兄的公开课