A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
(374 stars) (51 forks) (0 indexed issues) (0 open good first issues)
Repositories
benedekrozemberczki repositories
benedekrozemberczki/ASNEPython
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
(82 stars) (27 forks) (0 indexed issues) (0 open good first issues)
Solution for the Ultimate Student Hunt Challenge (1st place).
(9 stars) (6 forks) (0 indexed issues) (0 open good first issues)
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
(326 stars) (48 forks) (0 indexed issues) (0 open good first issues)
benedekrozemberczki/BANEPython
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
(88 stars) (17 forks) (0 indexed issues) (0 open good first issues)
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
(35 stars) (13 forks) (0 indexed issues) (0 open good first issues)
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
(1,278 stars) (197 forks) (0 indexed issues) (0 open good first issues)
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
(806 stars) (137 forks) (0 indexed issues) (0 open good first issues)
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
(207 stars) (41 forks) (0 indexed issues) (0 open good first issues)
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
(132 stars) (20 forks) (0 indexed issues) (0 open good first issues)
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
(85 stars) (18 forks) (0 indexed issues) (0 open good first issues)
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
(51 stars) (14 forks) (0 indexed issues) (0 open good first issues)
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
(20 stars) (9 forks) (0 indexed issues) (0 open good first issues)
benedekrozemberczki/GAMPython
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
(275 stars) (57 forks) (0 indexed issues) (0 open good first issues)
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
(258 stars) (52 forks) (0 indexed issues) (0 open good first issues)
benedekrozemberczki/GRAFPython
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
(11 stars) (11 forks) (0 indexed issues) (0 open good first issues)
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
(65 stars) (25 forks) (0 indexed issues) (0 open good first issues)
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
(189 stars) (34 forks) (0 indexed issues) (0 open good first issues)
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
(607 stars) (117 forks) (0 indexed issues) (0 open good first issues)
A generator for unit disk graphs conditioned on concave hull cover.
(10 stars) (2 forks) (0 indexed issues) (0 open good first issues)