8 results found Sort:

shenweichen
GraphEmbedding shenweichen
988
3.6k
mit
63
Implementation and experiments of graph embedding algorithms.
line sdne graph deepwalk node2vec struc2vec graphembedding
Created 2019-02-11
30 commits to master branch, last one 2 years ago
benedekrozemberczki
CapsGNN benedekrozemberczki
200
1.2k
gpl-3.0
29
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
gnn capsgnn pytorch sklearn deepwalk node2vec research struc2vec tensorflow convolution deep-learning capsule-network machine-learning graph-convolution graph-classification graph-neural-network graph-attention-model capsule-neural-networks graph-attention-networks
Created 2019-01-29
180 commits to master branch, last one about a year ago
benedekrozemberczki
graph2vec benedekrozemberczki
168
883
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 about a year ago
benedekrozemberczki
GraphWaveMachine benedekrozemberczki
33
184
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
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
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
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