Top 12 node2vec open source projects

A distributed graph deep learning framework.

Implementation and experiments of graph embedding algorithms.

A curated list of community detection research papers with implementations.

A collection of important graph embedding, classification and representation learning papers with implementations.

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

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

A list of data mining and machine learning papers that I implemented in 2019.

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

A multi-thread implementation of node2vec random walk.