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graph-wavelet

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benedekrozemberczki / graph2vec

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

graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec weisfeiler-lehman Kernel matrix-factorization 机器学习 unsupervised-learning transformer

Python

920

168

2 年前

benedekrozemberczki / GraphWaveMachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

graph-wavelet graph-embedding word2vec node2vec struc2vec factorization wavelet 机器学习 unsupervised-learning embedding diffusion

Python

187

34

2 年前

benedekrozemberczki / role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding PyTorch Tensorflow 机器学习 research scikit-learn weisfeiler-lehman graph-neural-network 深度学习 graph-wavelet network-science representation-learning word2vec

Python

167

32

2 年前

fabnavarro / gasper

Graph Signal Processing in R

graph graph-wavelet wavelet-transform R 机器学习统计数据科学 suitesparse

R

8

0

8 个月前

HySonLab / LearnMMF

Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics

evolutionary-algorithms graph-wavelet wavelet-transform

Roff

1

0

5 个月前