deepwalk 开源项目推荐（95 个）

benedekrozemberczki /awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

shenweichen /GraphEmbedding

Implementation and experiments of graph embedding algorithms.

benedekrozemberczki /awesome-community-detection

A curated list of community detection research papers with implementations.

benedekrozemberczki /karateclub

空手道俱乐部：一个面向API的开源Python框架，用于图形无监督学习（CIKM 2020）

benedekrozemberczki /CapsGNN

“胶囊图神经网络”（ICLR 2019）的PyTorch实现。

dsgiitr /graph_nets

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

benedekrozemberczki /graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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)

BaseModelAI /cleora

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

benedekrozemberczki /MixHop-and-N-GCN

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

benedekrozemberczki /APPNP

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

benedekrozemberczki /AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

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).

benedekrozemberczki /GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

xiangyue9607 /BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

benedekrozemberczki /Splitter

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

benedekrozemberczki /SEAL-CI

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