8 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
ClusterGCN benedekrozemberczki
135
786
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one 2 years ago
benedekrozemberczki
GEMSEC benedekrozemberczki
50
253
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 2 years ago
benedekrozemberczki
DANMF benedekrozemberczki
40
201
gpl-3.0
10
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
nmf cikm mnmf danmf gemsec sklearn deepwalk node2vec word2vec embedding clustering autoencoder data-science deep-learning node-embedding machine-learning coordinate-descent community-detection unsupervised-learning dimensionality-reduction
Created 2018-11-22
76 commits to master branch, last one about a year ago
benedekrozemberczki
MUSAE benedekrozemberczki
21
158
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
EdMot benedekrozemberczki
19
133
gpl-3.0
5
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
gcn gnn motif gemsec igraph louvain deepwalk networkx node2vec graph2vec graph-deco graph-motif deep-learning network-motif graph-algorithm graph-embedding graph-clustering network-embedding graph-partitioning community-detection
Created 2019-07-30
80 commits to master branch, last one 2 years ago
benedekrozemberczki
BANE benedekrozemberczki
17
86
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
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