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The Top 15 Graph2vec Open Source Projects

Open source projects categorized as Graph2vec
Categories > Graph2vec
Awesome Graph Classification ⭐ 4,562
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit 3 days ago
Karateclub ⭐ 1,843
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106most recent commit 6 days agopypi karateclub} Downloads
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit 4 months ago
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit 4 months ago
Datasets ⭐ 508
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 6 days ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit 4 months ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit 4 months ago
Bane ⭐ 86
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
most recent commit 3 days ago
Graphdeesmartcontract ⭐ 84
Smart contract vulnerability detection using graph neural network (DR-GCN).
most recent commit 21 days ago
Grarep ⭐ 54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
most recent commit 4 months ago
Pdn ⭐ 51
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
most recent commit 2 months ago
Feather ⭐ 39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
most recent commit 3 days ago
Fscnmf ⭐ 16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
most recent commit 7 months ago
Multiscalesnapshots ⭐ 3
Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)
most recent commit 3 years ago
Graph Embeddings ⭐ 1
Graph and Nodes embeddings for downstream tasks
most recent commit 8 months ago
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