GitHub

OpenANE: the first Open source framework specialized in Attributed Network Embedding (ANE)

We reproduce several ANE (Attributed Network Embedding) methods as well as PNE (Pure Network Embedding) methods in one unified framework, where they all share the same I/O, downstream tasks, etc. We ...
GitHub

GMatch4py a graph matching library for Python

GMatch4py is a library dedicated to graph matching. Graph structure are stored in NetworkX graph objects. GMatch4py algorithms were implemented with Cython to enhance performance.
IEEE

Link Prediction Algorithms for Social Networks Based on Machine Learning and HARP

Abstract: In Node2Vec, the global structure of the network is neglected and the stochastic gradient descent (SGD) method is easy to fall into local optimum. Based on this algorithm, an improved link ...
IEEE

N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network

Abstract: Recommender systems are becoming more and more important in our daily lives. However, traditional recommendation methods are challenged by data sparsity and efficiency, as the numbers of ...