5 results found Sort:

benedekrozemberczki
MUSAE benedekrozemberczki
21
159
gpl-3.0
5
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne tadw musae asonam gemsec gensim deepwalk node2vec walklets word2vec embedding deep-learning node-embedding graph-embedding network-analysis network-embedding attributed-embedding graph-neural-network implicit-factorization
Created 2019-04-17
182 commits to master branch, last one 2 years ago
benedekrozemberczki
ASNE benedekrozemberczki
27
82
gpl-3.0
6
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
2vec aane asne gemsec deepwalk diff2vec node2vec word2vec embedding attributed tensorflow data-science factorization node-embedding graph-embedding network-embedding feature-extraction attributed-embedding representation-learning dimensionality-reduction
Created 2018-10-05
78 commits to master branch, last one 2 years ago
benedekrozemberczki
TENE benedekrozemberczki
17
73
gpl-3.0
4
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne tadw pytorch deepwalk node2vec tensorflow deep-learning node-embedding graph-embedding machine-learning graph-convolution network-embedding feature-extraction node-classification pattern-recognition attributed-embedding graph-neural-network matrix-decomposition matrix-factorization implicit-factorization
Created 2018-12-06
45 commits to master branch, last one 2 years ago
benedekrozemberczki
SINE benedekrozemberczki
18
72
gpl-3.0
9
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne tadw torch gensim grarep pytorch sklearn deepwalk networkx node2vec walklets tensorflow deep-learning node-embedding graph-embedding machine-learning network-embedding unsupervised-learning dimensionality-reduction
Created 2019-01-07
92 commits to master branch, last one about a year ago
benedekrozemberczki
GraRep benedekrozemberczki
25
63
gpl-3.0
7
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
nmf svd aane asne tadw gensim grarep deepwalk node2vec role2vec walklets word2vec embedding graph2vec deep-learning node-embedding graph-embedding network-embedding matrix-factorization singular-value-decomposition
Created 2019-05-06
71 commits to master branch, last one 2 years ago