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GitHub topics: graph2vec

benedekrozemberczki/karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Language: Python - Size: 28 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 2,216 - Forks: 247

benedekrozemberczki/graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Language: Python - Size: 217 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 920 - Forks: 168

benedekrozemberczki/awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

Language: Python - Size: 1.79 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 4,790 - Forks: 740

benedekrozemberczki/ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

Language: Python - Size: 14.2 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 799 - Forks: 135

benedekrozemberczki/EdMot

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

Language: Python - Size: 1.14 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 133 - Forks: 20

benedekrozemberczki/GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Language: Python - Size: 2.9 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 273 - Forks: 57

benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Language: Python - Size: 14.3 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 13

benedekrozemberczki/datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Size: 91.4 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 623 - Forks: 84

benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Language: Python - Size: 851 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 9

benedekrozemberczki/GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Language: Python - Size: 6.88 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

benedekrozemberczki/PDN

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Language: Python - Size: 4.8 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 58 - Forks: 11

benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Language: Python - Size: 797 KB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 87 - Forks: 17

Messi-Q/GraphDeeSmartContract

Smart contract vulnerability detection using graph neural network (DR-GCN).

Language: Python - Size: 9.76 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 130 - Forks: 24

OlegDurandin/dtree2vec

This project contain implementation the system, proposed in the "Adapting the Graph2Vec Approach to Dependency Trees for NLP Tasks" (O. Durandin, A. Malafeev), and presented in the AIST-2019 Conference

Language: HTML - Size: 42.4 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

rodrigo-arenas/Graph-Embeddings

Graph and Nodes embeddings for downstream tasks

Language: Python - Size: 323 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

eren-ck/MultiscaleSnapshots

Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)

Language: JavaScript - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 8

Related Keywords
graph2vec 16 deepwalk 12 node2vec 12 graph-embedding 9 network-embedding 8 gcn 7 machine-learning 7 node-embedding 7 deep-learning 6 networkx 5 graph-convolution 4 word2vec 4 gemsec 4 node-classification 4 pytorch 4 community-detection 4 graph-classification 4 network-science 3 embedding 3 louvain 3 diff2vec 3 gnn 3 graph-kernel 3 data-science 3 graph-clustering 3 graph-neural-network 3 graph-convolutional-networks 2 graph 2 data-mining 2 structural-attention 2 svd 2 graph-neural-networks 2 graphsage 2 tadw 2 musae 2 neural-network 2 neural-networks 2 embeddings 2 weisfeiler-lehman 2 transformer 2 fscnmf 2 dimensionality-reduction 2 matrix-factorization 2 networkx-graph 2 sklearn 2 unsupervised-learning 2 nmf 2 visual-analytics 1 gpt-3 1 cheminformatics 1 bert 1 walklets 1 information-network 1 pca 1 regularization 1 word2vec-model 1 aane 1 singular-value-decomposition 1 role2vec 1 asne 1 gensim 1 grarep 1 visual-analysis 1 temporal-summaries 1 network-analytics 1 graph-drawing 1 dynamic-graphs 1 stellargraph-library 1 graph-machine-learning 1 graph-algorithms 1 syntax-tree 1 nlp 1 dependency-tree 1 vulnerability-detection 1 smart-contract 1 tridnr 1 node 1 line 1 lane 1 icdm 1 factorization 1 bane 1 pathfinder 1 neural-message-passing 1 multiplex 1 molecules 1 message-passing 1 graph-algorithm 1 metis 1 clustering 1 netlsd 1 kernel-methods 1 graph-representation-learning 1 graph-kernels 1 graph-attention-networks 1 graph-attention-model 1 deep-graph-kernels 1 classification-algorithm 1 attention-mechanism 1 subgraph2vec 1