6 results found Sort:

benedekrozemberczki
MUSAE benedekrozemberczki
21
161
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
BANE benedekrozemberczki
17
87
gpl-3.0
8
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
svd bane icdm lane line node tadw graph musae fscnmf gemsec tridnr deepwalk diff2vec node2vec word2vec embedding graph2vec factorization dimensionality-reduction
Created 2018-11-14
65 commits to master branch, last one about a year ago
benedekrozemberczki
TENE benedekrozemberczki
17
74
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
64
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
benedekrozemberczki
TADW benedekrozemberczki
14
59
gpl-3.0
3
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
nmf 2vec tadw gensim awesome deepwalk node2vec word2vec embedding data-mining text-mining data-science factorization node-embedding graph-embedding machine-learning network-embedding attributed-embedding matrix-factorization unsupervised-learning
Created 2018-09-18
83 commits to master branch, last one 2 years ago