9 results found Sort:

benedekrozemberczki
AttentionWalk benedekrozemberczki
48
313
gpl-3.0
10
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
nips torch neurips pytorch sklearn walklet deepwalk node2vec word2vec attention tensorflow neurips-2018 deep-learning graph-attention machine-learning matrix-factorization structural-attention graph-neural-networks implicit-factorization graph-representation-learning
Created 2019-01-11
84 commits to master branch, last one about a year ago
benedekrozemberczki
GEMSEC benedekrozemberczki
50
251
gpl-3.0
15
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
m-nmf deezer gemsec gensim deepwalk facebook node2vec word2vec embedding clustering tensorflow neural-network graph-embedding machine-learning network-embedding community-detection matrix-factorization unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-01-23
157 commits to master branch, last one about a year ago
benedekrozemberczki
Splitter benedekrozemberczki
44
210
gpl-3.0
11
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
gensim pytorch deepwalk node2vec word2vec clustering word-vector deep-learning ego-splitting factorization node-embedding graph-embedding machine-learning network-embedding community-detection deep-neural-network graph-neural-network implicit-factorization graph-representation-learning overlapping-community-detection
Created 2019-03-17
126 commits to master branch, last one about a year ago
benedekrozemberczki
role2vec benedekrozemberczki
38
165
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 about a year ago
benedekrozemberczki
MUSAE benedekrozemberczki
22
152
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 about a year ago
benedekrozemberczki
diff2vec benedekrozemberczki
20
122
gpl-3.0
6
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
gensim deepwalk diff2vec node2vec diffusion embedding struc2vec embeddings tensorflow deep-learning factorization neural-network node-embedding graph-embedding complex-networks machine-learning network-embedding unsupervised-learning implicit-factorization semisupervised-learning
Created 2017-10-13
131 commits to master branch, last one about a year ago
benedekrozemberczki
M-NMF benedekrozemberczki
29
119
gpl-3.0
7
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
nmf come mnmf m-nmf deepwalk node2vec laplacian struc2vec clustering tensorflow deep-learning factorization neural-network machine-learning community-detection matrix-factorization unsupervised-learning implicit-factorization representation-learning semisupervised-learning
Created 2018-05-22
70 commits to master branch, last one about a year ago
benedekrozemberczki
TENE benedekrozemberczki
17
71
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 about a year ago
benedekrozemberczki
RolX benedekrozemberczki
19
63
gpl-3.0
2
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
rolx refex gensim deepwalk node2vec word2vec embedding struc2vec tensorflow graph-mining deep-learning factorization node-embedding graph-embedding machine-learning matrix-factorization structural-embedding unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-05-29
68 commits to master branch, last one about a year ago