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Search results for embeddings node2vec

8 search results found

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Capsgnn ⭐ 1,180

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

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

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

Link Prediction ⭐ 216

Representation learning for link prediction within social networks

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Entity2rec ⭐ 149

entity2rec generates item recommendation using property-specific knowledge graph embeddings

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Diff2vec ⭐ 116

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

Walklets ⭐ 96

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

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

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

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

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".

Fastwalk ⭐ 16

A multi-thread implementation of node2vec random walk.

Drug Target Interaction Prediciton Method ⭐ 12

This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction prediction using graph embedding, graph mining, and similarity-based techniques

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Python implementation of node2vec to generate node embeddings in a graph

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1-8 of 8 search results

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