deepwalk topic

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

benedekrozemberczki

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

benedekrozemberczki

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

benedekrozemberczki

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

benedekrozemberczki

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

benedekrozemberczki

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

benedekrozemberczki

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

benedekrozemberczki

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

benedekrozemberczki

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

benedekrozemberczki

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

benedekrozemberczki