12 results found Sort:

benedekrozemberczki
awesome-graph-classification benedekrozemberczki
741
4.8k
cc0-1.0
217
A collection of important graph embedding, classification and representation learning papers with implementations.
netlsd deepwalk node2vec graph2vec graph-kernel graph-kernels kernel-methods node-embedding graph-embedding network-embedding weisfeiler-lehman deep-graph-kernels attention-mechanism graph-classification structural-attention graph-attention-model classification-algorithm graph-attention-networks graph-convolutional-networks graph-representation-learning
Created 2018-07-14
422 commits to master branch, last one about a year ago
benedekrozemberczki
karateclub benedekrozemberczki
247
2.2k
gpl-3.0
40
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
gcn 2vec scikit louvain sklearn deepwalk networkx node2vec graph2vec networkx-graph node-embedding graph-embedding network-science graph-clustering machine-learning label-propagation network-embedding community-detection supervised-learning unsupervised-learning
Created 2019-12-05
2,319 commits to master branch, last one 5 months ago
benedekrozemberczki
graph2vec benedekrozemberczki
169
908
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
136
788
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
datasets benedekrozemberczki
84
615
mit
14
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one 9 months ago
benedekrozemberczki
GAM benedekrozemberczki
57
270
gpl-3.0
12
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
gcn pytorch sklearn deepwalk node2vec attention graph2vec graphsage graph-attention neural-networks machine-learning graph-convolution transfer-learning reinforcement-agent graph-classification structural-attention reinforcement-learning deep-reinforcement-learning
Created 2018-12-28
95 commits to master branch, last one 2 years ago
Messi-Q
GraphDeeSmartContract Messi-Q
23
146
unknown
3
Smart contract vulnerability detection using graph neural network (DR-GCN).
gcn graph2vec smart-contract graph-neural-network vulnerability-detection
Created 2019-07-10
58 commits to master branch, last one about a year 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
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
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
PDN benedekrozemberczki
11
58
gpl-3.0
2
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
gcn gnn bert gpt-3 pytorch deepwalk graph2vec molecules multiplex pathfinder transformer data-science deep-learning cheminformatics message-passing network-science node-classification graph-classification graph-neural-network neural-message-passing
Created 2021-02-05
77 commits to main branch, last one about a year ago
benedekrozemberczki
FEATHER benedekrozemberczki
13
47
mit
3
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
graph pytorch deepwalk networkx node2vec graph2vec tensorflow data-mining graph-kernel deep-learning neural-network node-embedding graph-embedding machine-learning graph-convolution network-embedding node-classification deep-neural-networks graph-classification representation-learning
Created 2020-02-17
139 commits to master branch, last one about a year ago