3 results found Sort:

benedekrozemberczki
graph2vec benedekrozemberczki
169
901
gpl-3.0
20
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
gemsec kernel deepwalk diff2vec node2vec word2vec graph2vec struc2vec transformer graph-kernel subgraph2vec graph-wavelet node-embedding graph-embedding machine-learning weisfeiler-lehman matrix-factorization unsupervised-learning noise-contrastive-estimation implicit-matrix-factorization
Created 2018-07-10
87 commits to master branch, last one 2 years ago
benedekrozemberczki
GraphWaveMachine benedekrozemberczki
33
182
gpl-3.0
7
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
kdd rolx refex wavelet node2vec spectral word2vec diffusion embedding graphwave laplacian struc2vec heat-kernel factorization graph-wavelet graph-embedding structural-role machine-learning structural-embedding unsupervised-learning
Created 2018-04-23
88 commits to master branch, last one about a year ago
benedekrozemberczki
role2vec benedekrozemberczki
32
167
gpl-3.0
12
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim pytorch sklearn deepwalk node2vec research word2vec struc2vec tensorflow deep-learning graph-wavelet node-embedding graph-embedding network-science machine-learning network-embedding weisfeiler-lehman graph-neural-network implicit-factorization representation-learning
Created 2019-01-27
119 commits to master branch, last one 2 years ago