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
